[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
hr3
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hr1
0.84
height
-0.80
age
-0.66
neut
-0.64
bili_dir
-0.62
lymph
0.61
mcv
0.51
mch
0.47
urine
-0.44
fio2
-0.42
bili
0.40
hgb
0.37
bnd
-0.36
po2
-0.31
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.24
sex
0.02
MOST FREQUENT VALUES
80.0
89
0.3%
70.0
70
0.2%
78.0
70
0.2%
79.0
67
0.2%
88.0
64
0.2%
84.0
64
0.2%
92.0
63
0.2%
91.0
62
0.2%
81.0
61
0.2%
86.0
59
0.2%
94.0
56
0.2%
75.0
56
0.2%
87.0
56
0.2%
72.0
55
0.2%
71.0
55
0.2%
SMALLEST VALUES
0.0
6
<0.1%
14.125
1
<0.1%
15.0
1
<0.1%
21.0
1
<0.1%
36.0
1
<0.1%
36.5
1
<0.1%
37.0
1
<0.1%
37.26086956521739
1
<0.1%
37.333333333333336
1
<0.1%
38.479166666666664
1
<0.1%
39.083333333333336
1
<0.1%
40.0
1
<0.1%
40.958333333333336
1
<0.1%
41.0
1
<0.1%
41.68421052631579
1
<0.1%
LARGEST VALUES
180.52173913043478
1
<0.1%
177.5
1
<0.1%
176.33333333333334
1
<0.1%
175.625
1
<0.1%
175.5
1
<0.1%
172.625
1
<0.1%
172.52083333333334
1
<0.1%
172.47826086956522
1
<0.1%
171.15
1
<0.1%
171.0
1
<0.1%
170.625
1
<0.1%
170.58333333333334
2
<0.1%
170.16666666666666
1
<0.1%
170.125
1
<0.1%
169.91666666666666
1
<0.1%
alb
MISSING:
21,030
(69%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ca
0.44
crp
-0.41
hgb
0.35
sbp
0.25
map
0.24
cl
-0.23
urine
0.22
dbp
0.22
hr1
-0.21
bili_dir
-0.21
bicar
0.20
be
0.19
tnt
0.14
alp
-0.14
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.03
sex
0.01
MOST FREQUENT VALUES
3.0
486
5.2%
2.9
454
4.9%
3.1
450
4.8%
2.7
448
4.8%
2.8
443
4.8%
3.3
426
4.6%
2.6
424
4.6%
3.2
418
4.5%
3.4
391
4.2%
2.5
387
4.2%
3.5
378
4.1%
3.6
342
3.7%
2.4
332
3.6%
3.7
300
3.2%
2.3
292
3.1%
SMALLEST VALUES
1.0
3
<0.1%
1.1
6
<0.1%
1.2
9
<0.1%
1.25
1
<0.1%
1.2999999999999998
1
<0.1%
1.3
12
0.1%
1.35
5
<0.1%
1.4
33
0.4%
1.45
3
<0.1%
1.4500000000000002
1
<0.1%
1.46
1
<0.1%
1.5
51
0.5%
1.55
3
<0.1%
1.5999999999999999
1
<0.1%
1.6
51
0.5%
LARGEST VALUES
5.5
1
<0.1%
5.35
1
<0.1%
5.3
1
<0.1%
5.2
3
<0.1%
5.15
1
<0.1%
5.0
1
<0.1%
4.9
2
<0.1%
4.8
4
<0.1%
4.75
2
<0.1%
4.7
7
<0.1%
4.65
1
<0.1%
4.6000000000000005
1
<0.1%
4.6
24
0.3%
4.5
30
0.3%
4.45
1
<0.1%
alp
MISSING:
19,058
(63%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bili_dir
0.27
ck
-0.26
bili
0.25
fgn
0.23
mchc
-0.23
alt
0.19
bnd
-0.18
bun
0.17
cl
-0.16
po2
-0.15
ckmb
-0.15
hgb
-0.15
ast
0.14
alb
-0.14
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.05
sex
0.02
MOST FREQUENT VALUES
4.127134385045092
114
1.0%
4.204692619390966
109
1.0%
4.31748811353631
102
0.9%
4.110873864173311
100
0.9%
4.174387269895637
98
0.9%
4.143134726391533
98
0.9%
4.23410650459726
97
0.9%
4.290459441148391
96
0.9%
4.02535169073515
95
0.8%
4.189654742026425
95
0.8%
4.1588830833596715
95
0.8%
4.0943445622221
93
0.8%
3.8918202981106265
88
0.8%
4.219507705176107
88
0.8%
3.970291913552122
88
0.8%
SMALLEST VALUES
1.0986122886681098
1
<0.1%
1.9459101490553132
1
<0.1%
2.3978952727983707
1
<0.1%
2.4849066497880004
1
<0.1%
2.5649493574615367
1
<0.1%
2.6364997792818734
1
<0.1%
2.70805020110221
2
<0.1%
2.743425091670635
1
<0.1%
2.833213344056216
2
<0.1%
2.8617925509761903
1
<0.1%
2.8903717578961645
3
<0.1%
2.9444389791664403
5
<0.1%
2.995732273553991
4
<0.1%
2.9957322735539913
1
<0.1%
3.037673015544342
1
<0.1%
LARGEST VALUES
8.432938774813241
1
<0.1%
8.311854698225831
1
<0.1%
8.251403065380556
1
<0.1%
7.936660155225426
1
<0.1%
7.777117432878815
1
<0.1%
7.755338812846501
1
<0.1%
7.750867051128789
1
<0.1%
7.659642954564682
1
<0.1%
7.589840362016886
1
<0.1%
7.56885315058749
1
<0.1%
7.532088143541722
1
<0.1%
7.445417556701687
1
<0.1%
7.420975523468279
1
<0.1%
7.37397529258502
1
<0.1%
7.365167307398116
1
<0.1%
alt
MISSING:
18,795
(62%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ast
0.88
ck
0.36
bili
0.31
lact
0.31
bili_dir
0.30
ckmb
0.28
alp
0.19
inr_pt
0.19
tnt
0.16
plt
-0.16
mchc
0.15
fgn
-0.15
hgb
0.15
age
-0.14
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.05
sex
0.03
MOST FREQUENT VALUES
2.8903717578961645
264
2.3%
2.4849066497880004
255
2.2%
2.772588722239781
252
2.2%
2.6390573296152584
243
2.1%
2.833213344056216
239
2.1%
2.70805020110221
235
2.0%
2.9444389791664403
231
2.0%
2.995732273553991
230
2.0%
2.5649493574615367
230
2.0%
2.3978952727983707
214
1.9%
3.091042453358316
198
1.7%
2.302585092994046
196
1.7%
3.044522437723423
180
1.6%
3.1354942159291497
174
1.5%
2.1972245773362196
165
1.4%
SMALLEST VALUES
0.0
5
<0.1%
0.5493061443340549
1
<0.1%
0.6931471805599453
14
0.1%
0.8047189562170501
1
<0.1%
1.0397207708399179
2
<0.1%
1.0986122886681098
16
0.1%
1.1512925464970227
1
<0.1%
1.2424533248940002
2
<0.1%
1.354025100551105
2
<0.1%
1.3862943611198906
36
0.3%
1.4978661367769954
1
<0.1%
1.4978661367769956
1
<0.1%
1.5890269151739727
2
<0.1%
1.5958305809273485
1
<0.1%
1.6094379124341003
38
0.3%
LARGEST VALUES
9.704223921520832
1
<0.1%
9.579782606993668
1
<0.1%
9.357795179835811
1
<0.1%
9.248429882248415
1
<0.1%
9.216829404629047
1
<0.1%
9.182469610693913
1
<0.1%
9.16320520353717
1
<0.1%
9.151935823556508
1
<0.1%
9.125666382435316
1
<0.1%
9.111011629729886
1
<0.1%
9.089172229242338
1
<0.1%
9.067520640609287
1
<0.1%
9.040991249006192
1
<0.1%
9.032233505742138
1
<0.1%
8.99618982192202
1
<0.1%
ast
MISSING:
18,802
(62%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
alt
0.88
ck
0.52
ckmb
0.48
lact
0.40
bili
0.37
tnt
0.30
bili_dir
0.29
inr_pt
0.24
fgn
-0.23
plt
-0.21
be
-0.19
ptt
0.19
bicar
-0.18
mchc
0.16
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.05
sex
0.03
MOST FREQUENT VALUES
2.9444389791664403
211
1.8%
2.833213344056216
205
1.8%
2.995732273553991
203
1.8%
3.1780538303479458
194
1.7%
3.044522437723423
191
1.7%
2.8903717578961645
191
1.7%
3.091042453358316
187
1.6%
3.2188758248682006
182
1.6%
3.1354942159291497
173
1.5%
2.772588722239781
168
1.5%
2.70805020110221
158
1.4%
3.295836866004329
157
1.4%
3.4011973816621555
154
1.3%
3.4339872044851463
149
1.3%
2.6390573296152584
147
1.3%
SMALLEST VALUES
1.0986122886681098
1
<0.1%
1.3862943611198906
2
<0.1%
1.6094379124341003
5
<0.1%
1.7005986908310775
1
<0.1%
1.791759469228055
7
<0.1%
1.844439727056968
1
<0.1%
1.9459101490553132
12
0.1%
2.0126758453675744
1
<0.1%
2.0794415416798357
15
0.1%
2.1383330595080277
3
<0.1%
2.1910133173369406
2
<0.1%
2.1972245773362196
25
0.2%
2.2386684072391034
1
<0.1%
2.2499048351651325
1
<0.1%
2.282174095733918
1
<0.1%
LARGEST VALUES
9.741353250829839
1
<0.1%
9.661000810599337
1
<0.1%
9.583745028019875
1
<0.1%
9.468859756288282
1
<0.1%
9.454541046841218
1
<0.1%
9.4420210130481
1
<0.1%
9.42478911667061
1
<0.1%
9.381732184148792
1
<0.1%
9.370904067010448
1
<0.1%
9.342420712333391
1
<0.1%
9.340562397466623
1
<0.1%
9.312466910587169
1
<0.1%
9.287960323492758
1
<0.1%
9.282510443107457
1
<0.1%
9.26343278374233
1
<0.1%
be
MISSING:
9,623
(32%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bicar
0.88
ph
0.62
pco2
0.51
cl
-0.44
ca
0.31
lact
-0.30
crea
-0.28
ckmb
-0.25
ck
-0.21
bnd
-0.19
alb
0.19
ast
-0.19
sbp
0.17
bun
-0.17
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.11
sex
0.00
MOST FREQUENT VALUES
0.0
1,572
7.6%
-1.0
806
3.9%
1.0
654
3.2%
-2.0
643
3.1%
2.0
533
2.6%
-3.0
504
2.4%
-4.0
437
2.1%
3.0
410
2.0%
-0.5
347
1.7%
4.0
340
1.6%
0.5
315
1.5%
-5.0
304
1.5%
-1.5
282
1.4%
5.0
239
1.2%
1.5
203
1.0%
SMALLEST VALUES
-25.0
1
<0.1%
-24.0
1
<0.1%
-23.0
1
<0.1%
-21.5
1
<0.1%
-21.0
3
<0.1%
-20.5
2
<0.1%
-20.2
1
<0.1%
-20.0
4
<0.1%
-19.77777777777778
1
<0.1%
-19.5
1
<0.1%
-19.333333333333332
1
<0.1%
-19.0
2
<0.1%
-18.727272727272727
1
<0.1%
-18.333333333333332
1
<0.1%
-18.0
5
<0.1%
LARGEST VALUES
24.0
1
<0.1%
23.0
2
<0.1%
22.0
3
<0.1%
21.8
1
<0.1%
21.5
1
<0.1%
21.0
1
<0.1%
20.8
1
<0.1%
20.5
2
<0.1%
20.0
5
<0.1%
19.75
1
<0.1%
19.666666666666668
1
<0.1%
19.333333333333332
1
<0.1%
19.0
6
<0.1%
18.666666666666668
2
<0.1%
18.5
2
<0.1%
bicar
MISSING:
1,708
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
be
0.88
pco2
0.67
cl
-0.44
ph
0.35
ca
0.31
lact
-0.29
crea
-0.22
alb
0.20
ck
-0.19
ckmb
-0.18
ast
-0.18
urine
0.18
hr1
-0.17
cai
0.16
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.18
sex
0.02
MOST FREQUENT VALUES
24.0
1,885
6.6%
23.0
1,846
6.4%
25.0
1,721
6.0%
22.0
1,667
5.8%
26.0
1,407
4.9%
21.0
1,312
4.6%
27.0
1,058
3.7%
20.0
1,056
3.7%
19.0
770
2.7%
23.5
749
2.6%
28.0
749
2.6%
24.5
739
2.6%
22.5
671
2.3%
21.5
608
2.1%
25.5
590
2.1%
SMALLEST VALUES
5.5
1
<0.1%
7.0
1
<0.1%
7.625
1
<0.1%
7.666666666666667
1
<0.1%
7.8
2
<0.1%
7.833333333333333
2
<0.1%
8.0
3
<0.1%
8.333333333333334
1
<0.1%
8.666666666666666
1
<0.1%
8.75
2
<0.1%
8.8
1
<0.1%
9.0
6
<0.1%
9.25
2
<0.1%
9.333333333333334
1
<0.1%
9.4
1
<0.1%
LARGEST VALUES
50.0
2
<0.1%
49.5
1
<0.1%
49.0
1
<0.1%
48.5
1
<0.1%
48.0
3
<0.1%
47.0
3
<0.1%
46.0
5
<0.1%
45.5
4
<0.1%
45.0
16
<0.1%
44.5
4
<0.1%
44.333333333333336
1
<0.1%
44.0
5
<0.1%
43.666666666666664
1
<0.1%
43.5
4
<0.1%
43.0
13
<0.1%
bili
MISSING:
17,118
(56%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
height
-0.54
mch
0.46
age
-0.46
neut
-0.43
mcv
0.42
hr1
0.41
hr3
0.40
lymph
0.40
urine
-0.39
ast
0.37
fio2
-0.33
bili_dir
0.32
alt
0.31
inr_pt
0.30
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.13
sex
0.05
MOST FREQUENT VALUES
-1.2039728043259361
1,006
7.6%
-0.916290731874155
988
7.5%
-0.6931471805599453
833
6.3%
-0.5108256237659907
722
5.5%
-1.6094379124341003
636
4.8%
-0.35667494393873245
570
4.3%
-0.2231435513142097
414
3.1%
-0.10536051565782628
352
2.7%
0.0
282
2.1%
0.09531017980432493
256
1.9%
0.1823215567939546
200
1.5%
0.26236426446749106
149
1.1%
0.3364722366212129
138
1.0%
-2.3025850929940455
136
1.0%
0.4054651081081644
122
0.9%
SMALLEST VALUES
-2.3025850929940455
136
1.0%
-2.0715360328073973
2
<0.1%
-2.0253262207700673
1
<0.1%
-1.9560115027140728
27
0.2%
-1.9363809967713423
2
<0.1%
-1.7827247075740866
1
<0.1%
-1.753278948659991
5
<0.1%
-1.7480673485460894
1
<0.1%
-1.6094379124341003
636
4.8%
-1.5536520246055479
1
<0.1%
-1.5080716354070591
2
<0.1%
-1.4742828763980456
6
<0.1%
-1.4067053583800182
83
0.6%
-1.3862943611198906
1
<0.1%
-1.3783888522474517
2
<0.1%
LARGEST VALUES
4.392937956929117
1
<0.1%
4.295583704591571
1
<0.1%
4.22372859336567
1
<0.1%
4.164994608273527
1
<0.1%
4.053522567701846
1
<0.1%
4.018183201256536
1
<0.1%
4.005513348515485
1
<0.1%
3.977810745966149
1
<0.1%
3.9764411995882973
1
<0.1%
3.9435216724875173
1
<0.1%
3.9396381724611196
1
<0.1%
3.9375026247267098
1
<0.1%
3.934332759108191
1
<0.1%
3.9219713756853714
1
<0.1%
3.9189941814894986
1
<0.1%
bili_dir
MISSING:
27,436
(90%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
height
0.73
crp
0.66
lymph
-0.63
age
0.62
hr3
-0.62
hr1
-0.59
hgb
-0.54
mcv
-0.52
plt
-0.52
fio2
0.48
urine
0.48
po2
0.47
mch
-0.47
neut
0.45
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.16
sex
0.02
MOST FREQUENT VALUES
-1.6094379124341003
826
28.5%
-1.2039728043259361
770
26.6%
-0.916290731874155
128
4.4%
-2.3025850929940455
79
2.7%
-1.4067053583800182
75
2.6%
-0.6931471805599453
61
2.1%
-0.2231435513142097
36
1.2%
-0.5108256237659907
33
1.1%
0.0
25
0.9%
-0.10536051565782628
23
0.8%
0.3364722366212129
21
0.7%
-0.35667494393873245
20
0.7%
0.5306282510621704
18
0.6%
0.09531017980432493
17
0.6%
0.1823215567939546
16
0.6%
SMALLEST VALUES
-2.3025850929940455
79
2.7%
-1.9560115027140728
7
0.2%
-1.8404869726207487
1
<0.1%
-1.753278948659991
5
0.2%
-1.6813584305470455
1
<0.1%
-1.6094379124341003
826
28.5%
-1.5080716354070591
1
<0.1%
-1.5047882836811908
1
<0.1%
-1.4742828763980456
7
0.2%
-1.4067053583800182
75
2.6%
-1.3391278403619908
9
0.3%
-1.3347848402670728
1
<0.1%
-1.3053390813529773
1
<0.1%
-1.2628643221541276
2
<0.1%
-1.2432338162113972
1
<0.1%
LARGEST VALUES
3.681005275629867
1
<0.1%
3.481240089335692
1
<0.1%
3.451346242319837
1
<0.1%
3.449987545831587
1
<0.1%
3.3178157727231046
2
<0.1%
3.295836866004329
1
<0.1%
3.2873984308303603
1
<0.1%
3.2733640101522705
1
<0.1%
3.261935314328648
2
<0.1%
3.2386784521643803
1
<0.1%
3.238401558899655
1
<0.1%
3.2268439945173775
2
<0.1%
3.214867803470662
1
<0.1%
3.190476350346503
1
<0.1%
3.1654750481410856
2
<0.1%
bnd
MISSING:
26,598
(88%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
height
0.49
lymph
-0.40
age
0.38
bili_dir
0.38
hr3
-0.36
mcv
-0.35
mch
-0.34
crp
0.32
fio2
0.32
hr1
-0.30
urine
0.26
hgb
-0.26
bili
-0.25
lact
0.20
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.02
sex
0.02
MOST FREQUENT VALUES
0.0
776
20.8%
0.6931471805599453
493
13.2%
1.0986122886681098
275
7.4%
1.3862943611198906
230
6.2%
1.6094379124341003
200
5.4%
1.791759469228055
170
4.5%
2.0794415416798357
123
3.3%
1.9459101490553132
122
3.3%
2.1972245773362196
98
2.6%
2.3978952727983707
73
2.0%
2.302585092994046
70
1.9%
2.4849066497880004
69
1.8%
2.6390573296152584
56
1.5%
2.5649493574615367
49
1.3%
2.70805020110221
42
1.1%
SMALLEST VALUES
-0.6931471805599453
1
<0.1%
-0.10536051565782628
1
<0.1%
0.0
776
20.8%
0.09531017980432493
1
<0.1%
0.3364722366212129
1
<0.1%
0.34657359027997264
13
0.3%
0.37096867236468867
1
<0.1%
0.5493061443340549
12
0.3%
0.6931471805599453
493
13.2%
0.7419373447293773
1
<0.1%
0.8047189562170501
5
0.1%
0.8283022165960001
2
<0.1%
0.8958797346140275
16
0.4%
0.9026834003674034
1
<0.1%
0.9729550745276566
4
0.1%
LARGEST VALUES
4.290459441148391
1
<0.1%
4.23410650459726
1
<0.1%
4.219507705176107
1
<0.1%
4.127134385045092
2
<0.1%
4.0943445622221
2
<0.1%
4.02535169073515
1
<0.1%
4.007333185232471
2
<0.1%
3.9512437185814275
2
<0.1%
3.9318256327243257
2
<0.1%
3.912023005428146
1
<0.1%
3.9021256917640565
1
<0.1%
3.8874278833327605
1
<0.1%
3.8580076333212934
1
<0.1%
3.8501476017100584
3
<0.1%
3.8364535526209513
1
<0.1%
bun
MISSING:
3,268
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crea
0.73
phos
0.46
age
0.30
k
0.30
mg
0.29
fgn
0.23
mchc
-0.23
inr_pt
0.22
urine
-0.22
temp
-0.22
bili_dir
0.21
hgb
-0.21
dbp
-0.20
ph
-0.19
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.14
sex
0.06
MOST FREQUENT VALUES
2.4849066497880004
465
1.7%
2.3978952727983707
439
1.6%
2.6390573296152584
431
1.6%
2.70805020110221
429
1.6%
2.5649493574615367
419
1.5%
2.302585092994046
395
1.5%
2.833213344056216
381
1.4%
2.772588722239781
376
1.4%
2.8903717578961645
359
1.3%
2.1972245773362196
319
1.2%
2.9444389791664403
309
1.1%
2.0794415416798357
281
1.0%
2.995732273553991
281
1.0%
3.044522437723423
267
1.0%
3.1354942159291497
235
0.9%
SMALLEST VALUES
0.34657359027997264
3
<0.1%
0.6931471805599453
5
<0.1%
0.7607246985779726
1
<0.1%
0.8553332238032111
1
<0.1%
0.8958797346140275
4
<0.1%
0.963457252632055
3
<0.1%
1.017519267046477
1
<0.1%
1.0593512767826485
3
<0.1%
1.0649599927662858
1
<0.1%
1.0691665297540138
1
<0.1%
1.0986122886681098
29
0.1%
1.141087047866959
1
<0.1%
1.1512925464970227
1
<0.1%
1.155809927324007
1
<0.1%
1.161161358101999
1
<0.1%
LARGEST VALUES
5.278114659230517
1
<0.1%
5.246136858885665
2
<0.1%
5.235815811239005
1
<0.1%
5.217645791343655
1
<0.1%
5.209426428172075
1
<0.1%
5.187520477361083
1
<0.1%
5.187385805840755
1
<0.1%
5.18218361246797
1
<0.1%
5.176149732573829
1
<0.1%
5.173489845685137
1
<0.1%
5.167440141327104
1
<0.1%
5.156173446856155
1
<0.1%
5.147494476813453
1
<0.1%
5.144067601929454
1
<0.1%
5.142846154984793
1
<0.1%
ca
MISSING:
6,807
(22%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cai
0.61
alb
0.44
be
0.31
bicar
0.31
crp
-0.29
cl
-0.26
ph
0.21
sbp
0.19
bnd
-0.18
mg
0.17
pco2
0.16
hgb
0.16
hr1
-0.15
map
0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.12
sex
0.02
MOST FREQUENT VALUES
8.5
801
3.4%
8.4
757
3.2%
8.3
755
3.2%
8.0
739
3.1%
8.2
728
3.1%
8.1
707
3.0%
8.7
692
2.9%
8.6
692
2.9%
7.9
638
2.7%
8.8
629
2.7%
7.8
522
2.2%
9.0
519
2.2%
7.7
500
2.1%
8.9
485
2.1%
7.6
475
2.0%
SMALLEST VALUES
4.0
1
<0.1%
4.3
1
<0.1%
4.449999999999999
1
<0.1%
4.6000000000000005
1
<0.1%
4.7
1
<0.1%
4.825
1
<0.1%
4.8999999999999995
1
<0.1%
4.9
1
<0.1%
5.050000000000001
1
<0.1%
5.066666666666666
1
<0.1%
5.1
1
<0.1%
5.1000000000000005
1
<0.1%
5.15
1
<0.1%
5.166666666666667
1
<0.1%
5.2
1
<0.1%
LARGEST VALUES
17.9
1
<0.1%
17.0
1
<0.1%
16.966666666666665
1
<0.1%
16.875
1
<0.1%
15.7
1
<0.1%
15.525
1
<0.1%
15.35
1
<0.1%
15.0
1
<0.1%
14.75
1
<0.1%
14.6
1
<0.1%
14.299999999999999
1
<0.1%
14.2
1
<0.1%
14.066666666666668
1
<0.1%
13.95
2
<0.1%
13.9
1
<0.1%
cai
MISSING:
16,425
(54%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ca
0.61
ck
-0.19
pco2
0.18
be
0.16
bicar
0.16
mg
0.16
alb
0.13
hr1
-0.11
ast
-0.11
bnd
-0.10
resp
-0.10
fgn
-0.10
ckmb
-0.09
crea
-0.09
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.08
sex
0.04
MOST FREQUENT VALUES
1.12
333
2.4%
1.13
324
2.3%
1.16
314
2.3%
1.1
313
2.3%
1.11
290
2.1%
1.15
289
2.1%
1.09
274
2.0%
1.14
266
1.9%
1.17
255
1.8%
1.08
251
1.8%
1.07
249
1.8%
1.18
231
1.7%
1.06
225
1.6%
1.05
211
1.5%
1.04
188
1.4%
SMALLEST VALUES
0.6
1
<0.1%
0.64
1
<0.1%
0.65
1
<0.1%
0.67
1
<0.1%
0.68
1
<0.1%
0.6983333333333333
1
<0.1%
0.71
1
<0.1%
0.71875
1
<0.1%
0.72
2
<0.1%
0.7225
1
<0.1%
0.7233333333333333
1
<0.1%
0.7325
1
<0.1%
0.74
1
<0.1%
0.7428571428571429
1
<0.1%
0.75
2
<0.1%
LARGEST VALUES
1.98
1
<0.1%
1.97
1
<0.1%
1.9449999999999998
1
<0.1%
1.8519999999999999
1
<0.1%
1.81
1
<0.1%
1.8099999999999998
1
<0.1%
1.7666666666666668
1
<0.1%
1.75
1
<0.1%
1.74
1
<0.1%
1.7066666666666668
1
<0.1%
1.6814285714285713
1
<0.1%
1.6766666666666667
1
<0.1%
1.67
1
<0.1%
1.6675
1
<0.1%
1.66
1
<0.1%
ck
MISSING:
18,803
(62%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ckmb
0.73
ast
0.52
tnt
0.39
alt
0.36
mchc
0.27
alp
-0.26
lact
0.23
hgb
0.22
be
-0.21
bicar
-0.19
age
-0.19
cai
-0.19
fgn
-0.17
temp
0.16
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.02
inf_replaced
0.01
MOST FREQUENT VALUES
3.4339872044851463
45
0.4%
3.713572066704308
45
0.4%
3.2188758248682006
41
0.4%
3.6888794541139363
40
0.3%
3.044522437723423
40
0.3%
3.258096538021482
40
0.3%
3.7376696182833684
40
0.3%
3.58351893845611
40
0.3%
3.332204510175204
37
0.3%
3.5553480614894135
37
0.3%
3.1780538303479458
36
0.3%
2.995732273553991
35
0.3%
3.4965075614664802
35
0.3%
4.04305126783455
34
0.3%
3.912023005428146
31
0.3%
SMALLEST VALUES
1.3862943611198906
1
<0.1%
1.4978661367769954
1
<0.1%
1.5222612188617115
1
<0.1%
1.6094379124341003
2
<0.1%
1.791759469228055
1
<0.1%
1.868834809141684
1
<0.1%
1.9175242129418777
1
<0.1%
1.9459101490553132
2
<0.1%
1.9944920232821373
1
<0.1%
2.0126758453675744
1
<0.1%
2.0794415416798357
9
<0.1%
2.1140421223946158
1
<0.1%
2.1242476210246797
1
<0.1%
2.1383330595080277
2
<0.1%
2.158744056768155
1
<0.1%
LARGEST VALUES
12.268730432541854
1
<0.1%
12.129834219176278
1
<0.1%
11.987348381414504
1
<0.1%
11.986888221094171
1
<0.1%
11.97504248126548
1
<0.1%
11.957561393802006
1
<0.1%
11.785004195423966
1
<0.1%
11.737171411400057
1
<0.1%
11.696662685905345
1
<0.1%
11.616712689456605
1
<0.1%
11.614305672708001
1
<0.1%
11.53880305751908
1
<0.1%
11.477913467208698
1
<0.1%
11.302722994821595
1
<0.1%
11.283437415880412
1
<0.1%
ckmb
MISSING:
21,626
(71%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ck
0.73
tnt
0.66
ast
0.48
alt
0.28
be
-0.25
ptt
0.25
lact
0.24
fgn
-0.21
bili_dir
-0.19
sbp
-0.19
bicar
-0.18
hgb
0.18
methb
-0.17
mchc
0.16
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.03
inf_replaced
0.02
MOST FREQUENT VALUES
1.0986122886681098
880
10.1%
0.6931471805599453
716
8.2%
1.3862943611198906
656
7.5%
1.6094379124341003
418
4.8%
1.791759469228055
319
3.7%
0.0
195
2.2%
1.9459101490553132
192
2.2%
2.0794415416798357
152
1.7%
1.2424533248940002
137
1.6%
1.4978661367769954
119
1.4%
0.8958797346140275
109
1.3%
2.1972245773362196
108
1.2%
1.7005986908310775
86
1.0%
2.302585092994046
75
0.9%
1.868834809141684
62
0.7%
SMALLEST VALUES
-0.10536051565782628
1
<0.1%
0.0
195
2.2%
0.17328679513998632
1
<0.1%
0.23104906018664842
4
<0.1%
0.34657359027997264
44
0.5%
0.46209812037329684
10
0.1%
0.5198603854199589
2
<0.1%
0.5493061443340549
4
<0.1%
0.5972531564093516
3
<0.1%
0.6931471805599453
716
8.2%
0.7225929394740412
1
<0.1%
0.7324081924454066
1
<0.1%
0.7945134575869864
4
<0.1%
0.8283022165960001
29
0.3%
0.8415671856782185
1
<0.1%
LARGEST VALUES
7.1935285876866875
1
<0.1%
6.980075940561763
1
<0.1%
6.737610321637432
1
<0.1%
6.677134217193556
1
<0.1%
6.604081510270467
1
<0.1%
6.516298103350451
1
<0.1%
6.490030738048034
1
<0.1%
6.423507265418402
1
<0.1%
6.3478659162171756
1
<0.1%
6.337873679797071
1
<0.1%
6.257419805529582
1
<0.1%
6.234688293665883
1
<0.1%
6.216855174017637
1
<0.1%
6.20976471562742
1
<0.1%
6.20050917404269
1
<0.1%
cl
MISSING:
1,706
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
na
0.68
bicar
-0.44
be
-0.44
pco2
-0.29
ca
-0.26
alb
-0.23
fgn
-0.20
phos
-0.20
ph
-0.20
o2sat
0.19
bili_dir
-0.16
alp
-0.16
po2
0.15
crea
-0.13
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.13
sex
0.01
MOST FREQUENT VALUES
107.0
1,302
4.5%
106.0
1,301
4.5%
105.0
1,298
4.5%
104.0
1,218
4.3%
108.0
1,169
4.1%
103.0
1,157
4.0%
109.0
1,059
3.7%
102.0
919
3.2%
110.0
918
3.2%
101.0
874
3.1%
111.0
713
2.5%
100.0
667
2.3%
99.0
611
2.1%
112.0
538
1.9%
106.5
471
1.6%
SMALLEST VALUES
80.0
1
<0.1%
80.66666666666667
2
<0.1%
80.8
1
<0.1%
81.0
5
<0.1%
81.2
1
<0.1%
81.5
3
<0.1%
81.75
1
<0.1%
82.0
5
<0.1%
82.25
1
<0.1%
82.33333333333333
1
<0.1%
82.5
2
<0.1%
82.66666666666667
1
<0.1%
83.0
7
<0.1%
83.33333333333333
1
<0.1%
83.5
5
<0.1%
LARGEST VALUES
130.0
4
<0.1%
129.0
6
<0.1%
128.66666666666666
2
<0.1%
128.5
2
<0.1%
128.4
2
<0.1%
128.0
7
<0.1%
127.5
1
<0.1%
127.4
3
<0.1%
127.33333333333333
5
<0.1%
127.25
2
<0.1%
127.2
1
<0.1%
127.0
6
<0.1%
126.75
1
<0.1%
126.625
1
<0.1%
126.5
2
<0.1%
crea
MISSING:
3,269
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bun
0.73
phos
0.49
k
0.32
be
-0.28
ph
-0.24
mg
0.22
bicar
-0.22
inr_pt
0.21
mchc
-0.20
urine
-0.18
fgn
0.18
bili_dir
0.17
ptt
0.15
crp
0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.16
sex
0.15
MOST FREQUENT VALUES
-0.35667494393873245
1,447
5.3%
-0.2231435513142097
1,315
4.9%
-0.5108256237659907
1,224
4.5%
-0.10536051565782628
1,162
4.3%
0.0
853
3.2%
-0.6931471805599453
847
3.1%
0.09531017980432493
668
2.5%
-0.2899092476264711
616
2.3%
-0.164252033486018
571
2.1%
-0.4337502838523616
533
2.0%
0.1823215567939546
486
1.8%
-0.05268025782891314
447
1.7%
-0.601986402162968
402
1.5%
-0.916290731874155
395
1.5%
0.26236426446749106
358
1.3%
SMALLEST VALUES
-2.3025850929940455
16
<0.1%
-2.1870605629007214
1
<0.1%
-1.9560115027140728
6
<0.1%
-1.753278948659991
2
<0.1%
-1.7053319365846942
2
<0.1%
-1.6094379124341003
43
0.2%
-1.5080716354070591
1
<0.1%
-1.4742828763980456
2
<0.1%
-1.4067053583800182
24
<0.1%
-1.3783888522474517
1
<0.1%
-1.3391278403619908
3
<0.1%
-1.334784840267073
1
<0.1%
-1.3347848402670728
1
<0.1%
-1.3053390813529773
1
<0.1%
-1.2951335827229133
1
<0.1%
LARGEST VALUES
2.70805020110221
2
<0.1%
2.7013612129514133
1
<0.1%
2.694604353368052
1
<0.1%
2.670688428004242
1
<0.1%
2.664681314253802
1
<0.1%
2.6535701561359746
1
<0.1%
2.6461244938018207
1
<0.1%
2.6281222950630645
1
<0.1%
2.6270673008229006
1
<0.1%
2.613571773546756
1
<0.1%
2.6100697927420065
1
<0.1%
2.5877640352277083
1
<0.1%
2.580216829592325
1
<0.1%
2.578808742222451
1
<0.1%
2.567899218525131
1
<0.1%
crp
MISSING:
30,028
(99%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bili_dir
0.66
alb
-0.41
resp
0.39
fgn
0.35
map
-0.35
dbp
-0.33
bnd
0.32
age
0.31
hgb
-0.30
ca
-0.29
height
0.26
lymph
-0.26
mchc
-0.26
sbp
-0.26
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.02
sex
0.00
MOST FREQUENT VALUES
5.554121700101795
2
0.7%
5.529429087511423
2
0.7%
5.678464666671911
2
0.7%
1.4350845252893227
2
0.7%
3.2846635654062037
2
0.7%
0.09531017980432493
2
0.7%
3.095577608523707
2
0.7%
0.6418538861723947
2
0.7%
2.747270914255491
2
0.7%
1.7047480922384253
2
0.7%
3.7062280924485496
2
0.7%
4.390738575275903
2
0.7%
2.0541237336955462
2
0.7%
3.8437441646748516
2
0.7%
2.9391619220655967
2
0.7%
SMALLEST VALUES
-1.6094379124341003
1
0.3%
-1.0601317681000455
1
0.3%
-0.916290731874155
2
0.7%
-0.6931471805599453
1
0.3%
-0.35667494393873245
1
0.3%
-0.10536051565782628
1
0.3%
0.09531017980432493
2
0.7%
0.1823215567939546
1
0.3%
0.47000362924573563
1
0.3%
0.6418538861723947
2
0.7%
0.7884573603642703
1
0.3%
0.8329091229351039
1
0.3%
0.9932517730102834
1
0.3%
1.1314021114911006
1
0.3%
1.1939224684724346
1
0.3%
LARGEST VALUES
5.94672865326659
1
0.3%
5.805134968916488
1
0.3%
5.703449085754963
1
0.3%
5.700443573390687
1
0.3%
5.698099691520703
1
0.3%
5.69608626802173
1
0.3%
5.6937321388027
1
0.3%
5.685279003091641
1
0.3%
5.678464666671911
2
0.7%
5.674353663965389
1
0.3%
5.673323267171493
1
0.3%
5.659133722987319
1
0.3%
5.624378451868933
1
0.3%
5.608372289851543
1
0.3%
5.5939676086489944
1
0.3%
dbp
MISSING:
3,231
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
map
0.87
sbp
0.51
age
-0.36
crp
-0.33
hgb
0.27
urine
0.24
hr1
0.23
alb
0.22
bun
-0.20
hr3
0.15
alt
0.14
ptt
-0.13
methb
0.13
ck
0.12
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.28
sex
0.06
MOST FREQUENT VALUES
55.0
36
0.1%
55.5
36
0.1%
54.0
34
0.1%
59.5
34
0.1%
51.0
33
0.1%
54.5
31
0.1%
56.5
30
0.1%
60.0
29
0.1%
53.5
29
0.1%
63.0
28
0.1%
57.0
28
0.1%
50.0
28
0.1%
60.5
28
0.1%
52.0
28
0.1%
56.0
28
0.1%
SMALLEST VALUES
11.416666666666666
1
<0.1%
20.282608695652176
1
<0.1%
22.95
1
<0.1%
25.25
1
<0.1%
26.043478260869566
1
<0.1%
26.295454545454547
1
<0.1%
27.217391304347824
1
<0.1%
27.38235294117647
1
<0.1%
28.108695652173914
1
<0.1%
28.21875
1
<0.1%
28.333333333333332
1
<0.1%
28.973684210526315
1
<0.1%
29.0
1
<0.1%
29.32608695652174
1
<0.1%
29.444444444444443
1
<0.1%
LARGEST VALUES
128.0681818181818
1
<0.1%
127.0
1
<0.1%
124.82608695652173
1
<0.1%
116.76190476190476
1
<0.1%
113.4090909090909
1
<0.1%
112.91666666666667
1
<0.1%
112.67391304347827
1
<0.1%
111.70833333333333
1
<0.1%
111.5909090909091
1
<0.1%
107.66666666666667
1
<0.1%
107.1875
1
<0.1%
106.77272727272727
1
<0.1%
105.93478260869566
1
<0.1%
105.76190476190476
1
<0.1%
105.65217391304348
1
<0.1%
fgn
MISSING:
24,255
(80%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crp
0.35
bili
-0.29
lact
-0.28
mchc
-0.27
po2
-0.26
plt
0.25
resp
0.25
alp
0.23
ast
-0.23
bun
0.23
ptt
-0.23
ckmb
-0.21
cl
-0.20
bili_dir
-0.19
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.04
inf_replaced
0.01
MOST FREQUENT VALUES
5.389071729816501
25
0.4%
5.10594547390058
24
0.4%
5.214935757608986
23
0.4%
5.159055299214529
23
0.4%
5.293304824724492
22
0.4%
5.003946305945459
22
0.4%
5.187385805840755
22
0.4%
5.135798437050262
21
0.3%
5.365976015021851
21
0.3%
5.2832037287379885
21
0.3%
5.459585514144159
20
0.3%
5.308267697401205
20
0.3%
5.41610040220442
20
0.3%
5.056245805348308
20
0.3%
5.43372200355424
20
0.3%
SMALLEST VALUES
3.58351893845611
1
<0.1%
3.8066624897703196
1
<0.1%
3.810352543419131
1
<0.1%
3.8264651170664994
1
<0.1%
3.8396398216686856
1
<0.1%
3.8918202981106265
1
<0.1%
3.912023005428146
1
<0.1%
3.960813169597578
1
<0.1%
4.02535169073515
1
<0.1%
4.060443010546419
1
<0.1%
4.07753744390572
1
<0.1%
4.143134726391533
1
<0.1%
4.151976077480499
1
<0.1%
4.1588830833596715
2
<0.1%
4.169033262759401
1
<0.1%
LARGEST VALUES
7.290292882446597
1
<0.1%
7.183743350446647
1
<0.1%
7.115289701107566
1
<0.1%
7.113142108707088
1
<0.1%
7.1096898632857695
1
<0.1%
7.101675971619444
1
<0.1%
7.044905117129371
1
<0.1%
7.023758954738443
1
<0.1%
7.020190708311925
1
<0.1%
7.010311867307229
1
<0.1%
6.999422467507961
1
<0.1%
6.997807329008635
1
<0.1%
6.993932975223189
1
<0.1%
6.98100574072173
2
<0.1%
6.977281341630747
1
<0.1%
fio2
MISSING:
15,050
(50%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
height
0.58
neut
0.54
lymph
-0.52
bili_dir
0.48
age
0.42
hr3
-0.42
mcv
-0.42
hr1
-0.38
urine
0.38
mch
-0.38
bili
-0.33
bnd
0.32
po2
0.31
hgb
-0.30
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.03
sex
0.02
MOST FREQUENT VALUES
4.605170185988092
1,612
10.5%
3.912023005428146
1,326
8.7%
3.6888794541139363
1,061
6.9%
4.0943445622221
294
1.9%
3.044522437723423
281
1.8%
4.258596595708119
186
1.2%
3.800451229771041
182
1.2%
3.5553480614894135
151
1.0%
4.248495242049359
130
0.9%
4.147024820051014
129
0.8%
4.143072065614795
101
0.7%
4.349757374105096
93
0.6%
3.4011973816621555
92
0.6%
3.7632606378853395
92
0.6%
3.8376418216567427
90
0.6%
SMALLEST VALUES
3.044522437723423
281
1.8%
3.04646077170821
4
<0.1%
3.0474637498996975
1
<0.1%
3.0478839373534505
1
<0.1%
3.048312928481995
4
<0.1%
3.0483991056929973
1
<0.1%
3.0484777324280197
3
<0.1%
3.0486575185509563
1
<0.1%
3.048854427161791
1
<0.1%
3.0493104260500403
1
<0.1%
3.0498737187943483
1
<0.1%
3.050251262466782
1
<0.1%
3.050772064716178
1
<0.1%
3.051020421880975
3
<0.1%
3.0510666831415363
1
<0.1%
LARGEST VALUES
4.605170185988092
1,612
10.5%
4.6034993387135765
1
<0.1%
4.60314991525634
1
<0.1%
4.60292544073059
1
<0.1%
4.601820074036925
1
<0.1%
4.600950551324043
1
<0.1%
4.600895744789129
1
<0.1%
4.60014501806134
1
<0.1%
4.598840733992019
1
<0.1%
4.597842572504156
1
<0.1%
4.5970891030610845
1
<0.1%
4.596390143016606
1
<0.1%
4.59511985013459
15
<0.1%
4.594911527110582
1
<0.1%
4.594013008422381
1
<0.1%
glu
MISSING:
3,267
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lact
0.21
lymph
-0.15
ckmb
0.14
ck
0.13
height
0.13
tnt
0.13
methb
-0.12
weight
0.12
bili
-0.11
neut
0.11
alb
0.10
mcv
-0.10
alp
-0.09
wbc
0.09
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.26
sex
0.01
MOST FREQUENT VALUES
4.727387818712341
88
0.3%
4.663439094112067
87
0.3%
4.61512051684126
85
0.3%
4.762173934797756
84
0.3%
4.700480365792417
82
0.3%
4.718498871295094
79
0.3%
4.836281906951478
78
0.3%
4.624972813284271
78
0.3%
4.605170185988092
77
0.3%
4.709530201312334
77
0.3%
4.672828834461906
76
0.3%
4.653960350157523
76
0.3%
4.6913478822291435
76
0.3%
4.77912349311153
75
0.3%
4.68213122712422
75
0.3%
SMALLEST VALUES
1.9756218592907138
1
<0.1%
2.3978952727983707
1
<0.1%
2.9444389791664403
1
<0.1%
2.995732273553991
1
<0.1%
3.044522437723423
1
<0.1%
3.1354942159291497
1
<0.1%
3.1570004211501135
1
<0.1%
3.2188758248682006
2
<0.1%
3.258096538021482
1
<0.1%
3.295836866004329
1
<0.1%
3.332204510175204
1
<0.1%
3.367295829986474
1
<0.1%
3.4339872044851463
1
<0.1%
3.4657359027997265
3
<0.1%
3.4965075614664802
2
<0.1%
LARGEST VALUES
6.7580945044277305
1
<0.1%
6.448889394146858
1
<0.1%
6.366066485256067
1
<0.1%
6.304448802421981
1
<0.1%
6.261491684321042
1
<0.1%
6.253828811575473
1
<0.1%
6.20455776256869
1
<0.1%
6.190706388780931
1
<0.1%
6.190101203836372
1
<0.1%
6.1844386725103835
1
<0.1%
6.1779441140506
1
<0.1%
6.155345497199443
1
<0.1%
6.154858094016418
1
<0.1%
6.141353248902098
1
<0.1%
6.131226489483141
1
<0.1%
hgb
MISSING:
1,434
(5%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
height
-0.58
bili_dir
-0.54
lymph
0.47
neut
-0.46
age
-0.45
mch
0.42
hr3
0.37
mcv
0.36
alb
0.35
hr1
0.34
fio2
-0.30
crp
-0.30
dbp
0.27
bnd
-0.26
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.04
inf_replaced
0.01
MOST FREQUENT VALUES
2.2925347571405443
220
0.8%
2.272125885509337
218
0.8%
2.302585092994046
217
0.8%
2.2823823856765264
216
0.7%
2.379546134130174
214
0.7%
2.322387720290225
212
0.7%
2.312535423847214
211
0.7%
2.4069451083182885
209
0.7%
2.3608540011180215
199
0.7%
2.341805806147327
198
0.7%
2.33214389523559
196
0.7%
2.4159137783010487
194
0.7%
2.388762789235098
194
0.7%
2.3978952727983707
194
0.7%
2.3513752571634776
193
0.7%
SMALLEST VALUES
1.589235205116581
1
<0.1%
1.62924053973028
2
<0.1%
1.63950666839615
1
<0.1%
1.6486586255873816
1
<0.1%
1.6495823280485018
1
<0.1%
1.6499859180710061
1
<0.1%
1.667706820558076
1
<0.1%
1.6863989535702288
1
<0.1%
1.690497337172318
1
<0.1%
1.7047480922384253
1
<0.1%
1.721329585734875
1
<0.1%
1.7227665977411035
2
<0.1%
1.7262709499977709
1
<0.1%
1.7316555451583497
1
<0.1%
1.7404661748405046
1
<0.1%
LARGEST VALUES
2.8903717578961645
42
0.1%
2.8875862353714368
2
<0.1%
2.884800712846709
50
0.2%
2.881999585072374
1
<0.1%
2.8791984572980396
43
0.1%
2.8735646395797834
43
0.1%
2.870731770811945
1
<0.1%
2.8678989020441064
48
0.2%
2.867882760254626
1
<0.1%
2.8676405708577857
1
<0.1%
2.8650498914867875
1
<0.1%
2.8650174229001335
2
<0.1%
2.8622008809294686
38
0.1%
2.85930270177392
1
<0.1%
2.8592370116995953
2
<0.1%
hr1
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hr3
0.84
height
-0.78
age
-0.68
neut
-0.63
bili_dir
-0.59
lymph
0.57
mcv
0.48
mch
0.44
urine
-0.42
bili
0.41
fio2
-0.38
po2
-0.36
hgb
0.34
resp
0.31
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.24
sex
0.03
MOST FREQUENT VALUES
80.0
39
0.1%
87.0
29
<0.1%
81.0
27
<0.1%
84.0
25
<0.1%
83.0
24
<0.1%
85.0
24
<0.1%
88.0
23
<0.1%
70.0
23
<0.1%
78.5
22
<0.1%
82.0
21
<0.1%
82.5
21
<0.1%
73.0
20
<0.1%
90.0
20
<0.1%
86.5
19
<0.1%
79.0
19
<0.1%
SMALLEST VALUES
32.791666666666664
1
<0.1%
33.645833333333336
1
<0.1%
35.973684210526315
1
<0.1%
36.26086956521739
1
<0.1%
37.36363636363637
1
<0.1%
37.5
1
<0.1%
37.895833333333336
1
<0.1%
37.96666666666667
1
<0.1%
38.30434782608695
1
<0.1%
39.5
1
<0.1%
40.083333333333336
1
<0.1%
40.15217391304348
1
<0.1%
40.30434782608695
1
<0.1%
41.26086956521739
1
<0.1%
41.770833333333336
1
<0.1%
LARGEST VALUES
183.06521739130434
1
<0.1%
180.10416666666666
1
<0.1%
177.64583333333334
1
<0.1%
175.29166666666666
1
<0.1%
174.8913043478261
1
<0.1%
174.65
1
<0.1%
174.16666666666666
1
<0.1%
173.625
1
<0.1%
173.29166666666666
1
<0.1%
173.25
1
<0.1%
172.6875
1
<0.1%
171.9375
1
<0.1%
171.66666666666666
1
<0.1%
171.52083333333334
1
<0.1%
171.47826086956522
1
<0.1%
inr_pt
MISSING:
7,057
(23%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ptt
0.39
bili
0.30
ast
0.24
bun
0.22
crea
0.21
lact
0.20
bili_dir
0.20
sbp
-0.20
alt
0.19
map
-0.18
mchc
-0.15
hgb
-0.13
alb
-0.12
be
-0.12
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.04
inf_replaced
0.00
MOST FREQUENT VALUES
0.09531017980432493
2,735
11.7%
0.1823215567939546
2,530
10.9%
0.26236426446749106
1,771
7.6%
0.0
1,249
5.4%
0.3364722366212129
1,101
4.7%
0.4054651081081644
702
3.0%
0.2223429106307228
606
2.6%
0.13881586829913978
604
2.6%
0.47000362924573563
422
1.8%
0.299418250544352
417
1.8%
0.04765508990216247
364
1.6%
0.5306282510621704
319
1.4%
0.37096867236468867
246
1.1%
0.5877866649021191
206
0.9%
0.25939689670758376
200
0.9%
SMALLEST VALUES
-0.6931471805599453
1
<0.1%
-0.5108256237659907
3
<0.1%
-0.35667494393873245
2
<0.1%
-0.3121644797305582
2
<0.1%
-0.25541281188299536
1
<0.1%
-0.23158526693191409
1
<0.1%
-0.23101772979827936
1
<0.1%
-0.2231435513142097
5
<0.1%
-0.22094054088937576
1
<0.1%
-0.2186294498474103
1
<0.1%
-0.19327283175098073
1
<0.1%
-0.16425203348601808
1
<0.1%
-0.164252033486018
2
<0.1%
-0.1544380775800796
1
<0.1%
-0.13193396114735123
1
<0.1%
LARGEST VALUES
3.26590852613219
1
<0.1%
2.957686102510973
1
<0.1%
2.8988701783542674
1
<0.1%
2.6860287793610214
1
<0.1%
2.645716149618171
1
<0.1%
2.624668592163159
1
<0.1%
2.6246510883779615
1
<0.1%
2.6202381834290933
1
<0.1%
2.4346054356716693
1
<0.1%
2.3964914676642013
1
<0.1%
2.313410187990102
1
<0.1%
2.295434200638616
1
<0.1%
2.2819136112268543
1
<0.1%
2.269515191741773
1
<0.1%
2.2541542149725147
1
<0.1%
k
MISSING:
1,998
(7%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
phos
0.39
crea
0.32
bun
0.30
bili_dir
-0.30
height
-0.29
ph
-0.29
neut
-0.28
urine
-0.27
lymph
0.25
mg
0.23
mcv
0.21
hr3
0.20
hr1
0.18
age
-0.17
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.04
inf_replaced
0.03
MOST FREQUENT VALUES
4.0
1,208
4.3%
4.1
1,145
4.0%
3.9
1,096
3.9%
4.2
1,003
3.5%
4.3
949
3.3%
3.8
890
3.1%
4.5
851
3.0%
4.4
802
2.8%
3.7
761
2.7%
4.6
665
2.3%
3.6
623
2.2%
3.5
615
2.2%
4.7
502
1.8%
4.8
456
1.6%
4.05
425
1.5%
SMALLEST VALUES
2.3
1
<0.1%
2.4
2
<0.1%
2.433333333333333
1
<0.1%
2.45
1
<0.1%
2.5
6
<0.1%
2.533333333333333
1
<0.1%
2.55
1
<0.1%
2.58
1
<0.1%
2.6
7
<0.1%
2.6100000000000003
1
<0.1%
2.6333333333333333
1
<0.1%
2.65
3
<0.1%
2.675
2
<0.1%
2.6833333333333336
1
<0.1%
2.6999999999999997
2
<0.1%
LARGEST VALUES
9.9
2
<0.1%
9.4
2
<0.1%
9.1
1
<0.1%
9.0
1
<0.1%
8.9
2
<0.1%
8.8
1
<0.1%
8.6
4
<0.1%
8.4
2
<0.1%
8.3
2
<0.1%
8.2
3
<0.1%
8.1
4
<0.1%
8.05
1
<0.1%
8.0
2
<0.1%
7.9
2
<0.1%
7.8999999999999995
1
<0.1%
lact
MISSING:
15,103
(50%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ast
0.40
alt
0.31
be
-0.30
bili
0.29
bicar
-0.29
fgn
-0.28
pco2
-0.26
ckmb
0.24
ck
0.23
plt
-0.22
glu
0.21
inr_pt
0.20
ptt
0.20
bnd
0.20
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.03
inf_replaced
0.02
MOST FREQUENT VALUES
0.0
388
2.5%
0.26236426446749106
375
2.5%
0.3364722366212129
363
2.4%
0.1823215567939546
361
2.4%
0.09531017980432493
356
2.3%
0.47000362924573563
341
2.2%
-0.10536051565782628
338
2.2%
0.4054651081081644
307
2.0%
-0.2231435513142097
288
1.9%
0.5306282510621704
264
1.7%
0.5877866649021191
239
1.6%
0.6418538861723947
218
1.4%
0.6931471805599453
191
1.3%
0.7419373447293773
163
1.1%
-0.35667494393873245
147
1.0%
SMALLEST VALUES
-1.2039728043259361
2
<0.1%
-1.1080787801753424
1
<0.1%
-0.9729237441392877
1
<0.1%
-0.916290731874155
8
<0.1%
-0.7135581778200728
3
<0.1%
-0.6931471805599453
30
0.2%
-0.6553709521242775
1
<0.1%
-0.6546666599918812
2
<0.1%
-0.6314321610770638
1
<0.1%
-0.6019864021629681
1
<0.1%
-0.601986402162968
6
<0.1%
-0.5715994760306423
4
<0.1%
-0.5697171415941824
2
<0.1%
-0.5634487322061534
1
<0.1%
-0.5543313122608056
1
<0.1%
LARGEST VALUES
3.0442142875975122
1
<0.1%
2.9631684395062794
1
<0.1%
2.875699374566371
1
<0.1%
2.8596342692690633
1
<0.1%
2.8212195117645935
1
<0.1%
2.8184519210164853
1
<0.1%
2.8154076721883055
1
<0.1%
2.8065443293876413
1
<0.1%
2.7543386534874372
1
<0.1%
2.7400068639740365
1
<0.1%
2.727888844106299
1
<0.1%
2.7212954278522306
1
<0.1%
2.687252232575975
1
<0.1%
2.6823469168598617
1
<0.1%
2.681627190836812
1
<0.1%
lymph
MISSING:
18,651
(61%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
height
-0.76
neut
-0.74
age
-0.66
bili_dir
-0.63
hr3
0.61
hr1
0.57
mch
0.56
mcv
0.56
fio2
-0.52
hgb
0.47
urine
-0.43
bili
0.40
bnd
-0.40
po2
-0.32
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.38
sex
0.02
MOST FREQUENT VALUES
1.0986122886681098
262
2.2%
0.6931471805599453
262
2.2%
1.3862943611198906
254
2.2%
1.6094379124341003
224
1.9%
1.791759469228055
219
1.9%
0.0
182
1.6%
1.9459101490553132
169
1.4%
2.0794415416798357
168
1.4%
2.1972245773362196
161
1.4%
2.302585092994046
149
1.3%
2.3978952727983707
118
1.0%
2.4849066497880004
103
0.9%
2.6390573296152584
87
0.7%
2.5649493574615367
83
0.7%
2.70805020110221
78
0.7%
SMALLEST VALUES
-0.6931471805599453
1
<0.1%
-0.5108256237659907
2
<0.1%
-0.35667494393873245
2
<0.1%
-0.34657359027997264
1
<0.1%
-0.2231435513142097
1
<0.1%
0.0
182
1.6%
0.04765508990216247
1
<0.1%
0.09531017980432493
2
<0.1%
0.17328679513998632
1
<0.1%
0.178837222135908
1
<0.1%
0.1823215567939546
1
<0.1%
0.2027325540540822
1
<0.1%
0.23104906018664842
2
<0.1%
0.26236426446749106
8
<0.1%
0.32092694308619735
1
<0.1%
LARGEST VALUES
4.605170185988092
4
<0.1%
4.59511985013459
1
<0.1%
4.574710978503383
1
<0.1%
4.564348191467836
1
<0.1%
4.553876891600541
2
<0.1%
4.552489928159178
1
<0.1%
4.548249777776212
1
<0.1%
4.543294782270004
3
<0.1%
4.543238192376899
1
<0.1%
4.537832734324791
1
<0.1%
4.532599493153256
1
<0.1%
4.5217885770490405
3
<0.1%
4.521322510709456
1
<0.1%
4.513691237420837
1
<0.1%
4.51085950651685
3
<0.1%
map
MISSING:
3,213
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dbp
0.87
sbp
0.77
crp
-0.35
hgb
0.25
age
-0.24
alb
0.24
urine
0.19
bun
-0.18
inr_pt
-0.18
ph
0.17
ptt
-0.16
methb
0.15
ca
0.15
mchc
0.14
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.29
sex
0.02
MOST FREQUENT VALUES
71.0
32
0.1%
74.0
29
0.1%
77.0
29
0.1%
69.5
26
<0.1%
75.0
23
<0.1%
67.0
22
<0.1%
73.0
22
<0.1%
70.0
22
<0.1%
78.0
22
<0.1%
72.0
20
<0.1%
70.5
19
<0.1%
66.5
19
<0.1%
79.5
18
<0.1%
83.5
18
<0.1%
75.5
18
<0.1%
SMALLEST VALUES
43.19047619047619
1
<0.1%
44.088235294117645
1
<0.1%
44.458333333333336
1
<0.1%
44.520833333333336
1
<0.1%
44.58695652173913
1
<0.1%
45.294117647058826
1
<0.1%
45.54347826086956
1
<0.1%
45.65217391304348
1
<0.1%
46.65
1
<0.1%
47.369569363801375
1
<0.1%
47.58695652173913
1
<0.1%
47.81818181818182
1
<0.1%
48.333333333333336
1
<0.1%
48.34782608695652
1
<0.1%
48.50000298023224
1
<0.1%
LARGEST VALUES
150.16666666666666
1
<0.1%
140.0
1
<0.1%
134.24308347702026
1
<0.1%
132.0681818181818
1
<0.1%
131.75
1
<0.1%
131.125
1
<0.1%
131.04338936183763
1
<0.1%
131.02380952380952
1
<0.1%
129.47222222222223
1
<0.1%
129.24072308010525
1
<0.1%
128.78571428571428
1
<0.1%
128.24165058135986
1
<0.1%
126.92759621661642
1
<0.1%
126.8695652173913
1
<0.1%
125.95454545454545
1
<0.1%
mch
MISSING:
902
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mcv
0.90
height
-0.67
neut
-0.56
lymph
0.56
age
-0.48
bili_dir
-0.47
hr3
0.47
bili
0.46
hr1
0.44
hgb
0.42
fio2
-0.38
urine
-0.36
bnd
-0.34
mchc
0.31
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.14
sex
0.04
MOST FREQUENT VALUES
30.5
354
1.2%
30.2
341
1.2%
31.0
331
1.1%
30.4
330
1.1%
30.0
320
1.1%
29.5
319
1.1%
30.1
315
1.1%
30.6
314
1.1%
29.9
308
1.0%
30.9
304
1.0%
31.5
297
1.0%
29.7
287
1.0%
30.3
283
1.0%
30.7
281
1.0%
30.8
274
0.9%
SMALLEST VALUES
0.0
1
<0.1%
15.8
1
<0.1%
16.200000000000003
1
<0.1%
16.9
1
<0.1%
17.0
1
<0.1%
17.233333333333334
1
<0.1%
17.5
1
<0.1%
17.933333333333334
1
<0.1%
18.0
1
<0.1%
18.05
1
<0.1%
18.3
1
<0.1%
18.35
1
<0.1%
18.5
1
<0.1%
18.7
1
<0.1%
18.733333333333334
1
<0.1%
LARGEST VALUES
48.9
1
<0.1%
45.7
1
<0.1%
45.1
1
<0.1%
44.9
1
<0.1%
44.8
1
<0.1%
44.6
1
<0.1%
44.5
2
<0.1%
44.4
1
<0.1%
44.2
1
<0.1%
44.1
1
<0.1%
43.9
1
<0.1%
43.8
1
<0.1%
43.7
1
<0.1%
43.55
1
<0.1%
43.45
1
<0.1%
mchc
MISSING:
897
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mch
0.31
bili_dir
0.28
ck
0.27
fgn
-0.27
crp
-0.26
plt
-0.24
pco2
-0.24
po2
0.24
alp
-0.23
bun
-0.23
ph
0.20
crea
-0.20
hgb
0.17
ckmb
0.16
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.05
inf_replaced
0.03
MOST FREQUENT VALUES
34.0
546
1.9%
33.5
528
1.8%
33.3
489
1.7%
33.8
485
1.6%
33.7
484
1.6%
34.1
482
1.6%
33.4
464
1.6%
33.2
461
1.6%
33.9
454
1.5%
34.2
453
1.5%
34.5
452
1.5%
34.3
449
1.5%
32.9
434
1.5%
33.1
433
1.5%
33.6
431
1.5%
SMALLEST VALUES
25.4
1
<0.1%
25.8
2
<0.1%
26.25
1
<0.1%
26.5
1
<0.1%
26.599999999999998
1
<0.1%
27.0
2
<0.1%
27.03333333333333
1
<0.1%
27.049999999999997
1
<0.1%
27.2
1
<0.1%
27.3
1
<0.1%
27.35
1
<0.1%
27.5
2
<0.1%
27.6
3
<0.1%
27.633333333333336
1
<0.1%
27.65
1
<0.1%
LARGEST VALUES
39.53333333333333
1
<0.1%
39.150000000000006
1
<0.1%
39.0
1
<0.1%
38.9
1
<0.1%
38.86666666666667
1
<0.1%
38.76666666666667
1
<0.1%
38.766666666666666
1
<0.1%
38.5
2
<0.1%
38.44
1
<0.1%
38.4
1
<0.1%
38.25
1
<0.1%
38.2
1
<0.1%
38.160000000000004
1
<0.1%
38.150000000000006
1
<0.1%
38.107142857142854
1
<0.1%
mcv
MISSING:
903
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mch
0.90
height
-0.73
neut
-0.58
lymph
0.56
bili_dir
-0.52
hr3
0.51
age
-0.49
hr1
0.48
urine
-0.44
fio2
-0.42
bili
0.42
hgb
0.36
bnd
-0.35
po2
-0.33
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.16
sex
0.02
MOST FREQUENT VALUES
90.0
1,219
4.1%
89.0
1,202
4.1%
88.0
1,147
3.9%
86.0
1,121
3.8%
91.0
1,117
3.8%
87.0
1,114
3.8%
92.0
998
3.4%
85.0
905
3.1%
93.0
834
2.8%
94.0
771
2.6%
84.0
738
2.5%
95.0
620
2.1%
96.0
533
1.8%
83.0
513
1.7%
82.0
445
1.5%
SMALLEST VALUES
56.666666666666664
1
<0.1%
58.0
1
<0.1%
59.0
2
<0.1%
60.0
4
<0.1%
60.5
1
<0.1%
61.0
3
<0.1%
61.333333333333336
1
<0.1%
61.5
2
<0.1%
62.0
3
<0.1%
62.5
1
<0.1%
63.0
4
<0.1%
63.5
4
<0.1%
63.65
1
<0.1%
64.0
6
<0.1%
64.33333333333333
1
<0.1%
LARGEST VALUES
146.0
1
<0.1%
140.0
1
<0.1%
138.0
2
<0.1%
137.5
2
<0.1%
137.0
1
<0.1%
136.0
1
<0.1%
135.0
2
<0.1%
134.0
3
<0.1%
133.0
4
<0.1%
132.0
2
<0.1%
131.5
1
<0.1%
131.0
6
<0.1%
130.5
1
<0.1%
130.0
10
<0.1%
129.5
2
<0.1%
methb
MISSING:
30,175
(>99%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
neut
-0.20
fgn
0.18
fio2
0.18
hr1
0.17
temp
0.17
ckmb
-0.17
bili
0.16
age
-0.15
map
0.15
mch
0.14
lact
0.14
mcv
0.13
dbp
0.13
glu
-0.12
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.00
sex
0.00
MOST FREQUENT VALUES
0.0
55
34.4%
-1.2039728043259361
19
11.9%
-1.6094379124341003
16
10.0%
-0.5108256237659907
14
8.8%
-2.3025850929940455
11
6.9%
-0.6931471805599453
10
6.2%
-0.916290731874155
8
5.0%
-0.2231435513142097
4
2.5%
0.09531017980432493
3
1.9%
-0.35667494393873245
3
1.9%
1.0986122886681098
2
1.2%
-0.10536051565782628
2
1.2%
0.6931471805599453
1
0.6%
0.47000362924573563
1
0.6%
1.308332819650179
1
0.6%
SMALLEST VALUES
-2.3025850929940455
11
6.9%
-1.6094379124341003
16
10.0%
-1.3862943611198906
1
0.6%
-1.2039728043259361
19
11.9%
-0.916290731874155
8
5.0%
-0.8047189562170501
1
0.6%
-0.6931471805599453
10
6.2%
-0.5108256237659907
14
8.8%
-0.35667494393873245
3
1.9%
-0.2231435513142097
4
2.5%
-0.17833747196936622
1
0.6%
-0.1625189294977748
1
0.6%
-0.10536051565782628
2
1.2%
0.0
55
34.4%
0.09531017980432493
3
1.9%
LARGEST VALUES
2.108649693140439
1
0.6%
1.791759469228055
1
0.6%
1.7138878521675533
1
0.6%
1.589235205116581
1
0.6%
1.308332819650179
1
0.6%
1.0986122886681098
2
1.2%
0.8958797346140275
1
0.6%
0.6931471805599453
1
0.6%
0.6418538861723947
1
0.6%
0.47000362924573563
1
0.6%
0.09531017980432493
3
1.9%
0.0
55
34.4%
-0.10536051565782628
2
1.2%
-0.1625189294977748
1
0.6%
-0.17833747196936622
1
0.6%
mg
MISSING:
4,400
(15%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bun
0.29
k
0.23
crea
0.22
phos
0.18
ca
0.17
cai
0.16
bnd
-0.15
temp
-0.12
age
0.11
map
-0.10
urine
-0.09
hr1
-0.09
ptt
0.09
alb
0.08
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.17
sex
0.02
MOST FREQUENT VALUES
2.0
2,115
8.2%
1.9
1,831
7.1%
2.1
1,715
6.6%
1.8
1,654
6.4%
1.7
1,237
4.8%
2.2
1,231
4.7%
1.6
825
3.2%
2.3
815
3.1%
2.05
772
3.0%
1.85
710
2.7%
1.75
604
2.3%
1.95
584
2.3%
2.4
584
2.3%
1.5
533
2.1%
2.5
471
1.8%
SMALLEST VALUES
0.8
2
<0.1%
0.9
4
<0.1%
1.0
9
<0.1%
1.05
3
<0.1%
1.0666666666666667
1
<0.1%
1.1
24
<0.1%
1.1333333333333335
1
<0.1%
1.15
10
<0.1%
1.1666666666666667
2
<0.1%
1.2
78
0.3%
1.2000000000000002
4
<0.1%
1.22
1
<0.1%
1.2333333333333334
1
<0.1%
1.25
23
<0.1%
1.2666666666666666
1
<0.1%
LARGEST VALUES
4.8
2
<0.1%
4.7
2
<0.1%
4.6000000000000005
1
<0.1%
4.6
2
<0.1%
4.533333333333333
1
<0.1%
4.5
1
<0.1%
4.45
1
<0.1%
4.433333333333334
1
<0.1%
4.4
3
<0.1%
4.3999999999999995
1
<0.1%
4.3
2
<0.1%
4.2
3
<0.1%
4.1000000000000005
1
<0.1%
4.1
5
<0.1%
4.05
3
<0.1%
na
MISSING:
1,771
(6%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cl
0.68
k
-0.17
bili_dir
-0.12
alp
-0.11
mchc
-0.10
bili
-0.10
methb
-0.09
sbp
0.09
bicar
0.09
phos
-0.09
map
0.08
pco2
0.07
ptt
-0.07
fgn
-0.06
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.13
sex
0.01
MOST FREQUENT VALUES
139.0
1,955
6.8%
138.0
1,933
6.8%
140.0
1,874
6.6%
141.0
1,614
5.7%
137.0
1,610
5.6%
136.0
1,257
4.4%
142.0
1,231
4.3%
135.0
1,059
3.7%
143.0
893
3.1%
134.0
710
2.5%
139.5
641
2.2%
144.0
603
2.1%
140.5
581
2.0%
138.5
572
2.0%
137.5
544
1.9%
SMALLEST VALUES
111.0
2
<0.1%
111.5
1
<0.1%
112.2
1
<0.1%
112.33333333333333
1
<0.1%
112.6
1
<0.1%
113.0
1
<0.1%
113.4
1
<0.1%
113.6
1
<0.1%
113.85714285714286
1
<0.1%
114.0
1
<0.1%
114.2
2
<0.1%
114.42857142857143
2
<0.1%
114.75
1
<0.1%
115.2
1
<0.1%
115.4
2
<0.1%
LARGEST VALUES
165.0
3
<0.1%
163.66666666666666
1
<0.1%
163.5
1
<0.1%
163.0
1
<0.1%
162.85714285714286
1
<0.1%
162.66666666666666
1
<0.1%
162.5
3
<0.1%
162.33333333333334
1
<0.1%
162.2
1
<0.1%
162.0
1
<0.1%
161.5
4
<0.1%
161.4
1
<0.1%
161.25
1
<0.1%
161.0
4
<0.1%
160.8
1
<0.1%
neut
MISSING:
18,523
(61%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
lymph
-0.74
height
0.73
hr3
-0.64
age
0.63
hr1
-0.63
mcv
-0.58
mch
-0.56
fio2
0.54
urine
0.47
hgb
-0.46
bili_dir
0.45
bili
-0.43
po2
0.41
k
-0.28
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.35
sex
0.03
MOST FREQUENT VALUES
4.430816798843313
126
1.1%
4.382026634673881
124
1.0%
4.465908118654584
119
1.0%
4.454347296253507
117
1.0%
4.418840607796598
114
1.0%
4.406719247264253
113
1.0%
4.477336814478207
108
0.9%
4.499809670330265
106
0.9%
4.48863636973214
102
0.9%
4.51085950651685
99
0.8%
4.442651256490317
99
0.8%
4.343805421853684
93
0.8%
4.356708826689592
92
0.8%
4.394449154672439
90
0.8%
4.3694478524670215
89
0.8%
SMALLEST VALUES
0.0
4
<0.1%
0.34657359027997264
1
<0.1%
0.6931471805599453
7
<0.1%
0.9985774245179969
1
<0.1%
1.0397207708399179
2
<0.1%
1.0986122886681098
5
<0.1%
1.1249524175825663
1
<0.1%
1.1945063128187032
1
<0.1%
1.354025100551105
1
<0.1%
1.3862943611198906
6
<0.1%
1.4978661367769954
1
<0.1%
1.5214493971559453
2
<0.1%
1.5890269151739727
1
<0.1%
1.5890269151739729
1
<0.1%
1.6094379124341003
14
0.1%
LARGEST VALUES
4.59511985013459
3
<0.1%
4.592585122697075
1
<0.1%
4.591071261608589
1
<0.1%
4.58700621536042
1
<0.1%
4.584967478670572
3
<0.1%
4.583946549536464
1
<0.1%
4.582924577040772
1
<0.1%
4.582413068044755
1
<0.1%
4.581901559048737
2
<0.1%
4.580877493419047
2
<0.1%
4.579852378003801
3
<0.1%
4.578826210648489
3
<0.1%
4.576770711466393
3
<0.1%
4.575741375297279
5
<0.1%
4.575222991737245
1
<0.1%
o2sat
MISSING:
3,217
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
po2
0.42
resp
-0.28
fio2
-0.19
cl
0.19
pco2
-0.18
crp
-0.16
mchc
0.14
fgn
-0.13
bicar
-0.12
weight
-0.12
ph
0.12
hr1
-0.11
hgb
-0.10
bun
-0.08
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.29
sex
0.01
MOST FREQUENT VALUES
4.605170185988092
340
1.3%
4.6047332148640265
30
0.1%
4.604713352540205
30
0.1%
4.604751421994195
26
<0.1%
4.6043326580003
18
<0.1%
4.604296243739961
18
<0.1%
4.603495130012508
17
<0.1%
4.6046676691954165
15
<0.1%
4.603913894006404
15
<0.1%
4.604691598566497
15
<0.1%
4.598673390865616
14
<0.1%
4.604291807409069
14
<0.1%
4.604256519092319
13
<0.1%
4.604961330078777
13
<0.1%
4.604165152402741
12
<0.1%
SMALLEST VALUES
4.03080100368577
1
<0.1%
4.07753744390572
1
<0.1%
4.1738694813472295
1
<0.1%
4.186306144184669
1
<0.1%
4.198422346364459
1
<0.1%
4.26431983375374
1
<0.1%
4.274544613044508
1
<0.1%
4.295775355707183
1
<0.1%
4.329276245553532
1
<0.1%
4.332695126687447
1
<0.1%
4.337987019893059
1
<0.1%
4.346993272104263
1
<0.1%
4.348589344206323
1
<0.1%
4.352588430519411
1
<0.1%
4.356463283252941
1
<0.1%
LARGEST VALUES
4.605170185988092
340
1.3%
4.604961330078777
13
<0.1%
4.604952249387068
9
<0.1%
4.604942343177931
9
<0.1%
4.604931493520304
4
<0.1%
4.604919558896915
7
<0.1%
4.604906367997379
4
<0.1%
4.604891711442339
4
<0.1%
4.604875330586706
2
<0.1%
4.60485690212412
1
<0.1%
4.60481214728641
2
<0.1%
4.6047846058478195
1
<0.1%
4.604752474169463
1
<0.1%
4.604751421994195
26
<0.1%
4.6047332148640265
30
0.1%
pco2
MISSING:
9,622
(32%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bicar
0.67
be
0.51
ph
-0.32
bili_dir
-0.31
cl
-0.29
lact
-0.26
mchc
-0.24
weight
0.18
po2
-0.18
o2sat
-0.18
cai
0.18
ca
0.16
k
0.15
bnd
-0.15
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.03
inf_replaced
0.01
MOST FREQUENT VALUES
3.6375861597263857
231
1.1%
3.6888794541139363
212
1.0%
3.7376696182833684
208
1.0%
3.5553480614894135
207
1.0%
3.713572066704308
200
1.0%
3.6635616461296463
197
1.0%
3.58351893845611
193
0.9%
3.6109179126442243
191
0.9%
3.5263605246161616
173
0.8%
3.7612001156935624
167
0.8%
3.784189633918261
167
0.8%
3.4657359027997265
148
0.7%
3.8066624897703196
139
0.7%
3.4965075614664802
139
0.7%
3.8501476017100584
139
0.7%
SMALLEST VALUES
2.302585092994046
1
<0.1%
2.4175734163421043
1
<0.1%
2.5053176470481278
1
<0.1%
2.6876392038420827
1
<0.1%
2.6990813507588767
1
<0.1%
2.70805020110221
1
<0.1%
2.7162931163129556
1
<0.1%
2.7521306036421445
1
<0.1%
2.772588722239781
5
<0.1%
2.7865500462944985
1
<0.1%
2.827995905409926
1
<0.1%
2.8314802400679726
1
<0.1%
2.8324032452074017
1
<0.1%
2.833213344056216
1
<0.1%
2.8538961437675963
1
<0.1%
LARGEST VALUES
4.856076860309398
1
<0.1%
4.84845619098739
1
<0.1%
4.7999057951649995
1
<0.1%
4.789324062031999
1
<0.1%
4.7535901911063645
1
<0.1%
4.748427888094769
1
<0.1%
4.727387818712341
1
<0.1%
4.713531677743735
1
<0.1%
4.709530201312334
1
<0.1%
4.6913478822291435
1
<0.1%
4.663092111036223
1
<0.1%
4.662766978643723
1
<0.1%
4.643974675651583
1
<0.1%
4.636681059196169
1
<0.1%
4.634062404091284
1
<0.1%
ph
MISSING:
9,008
(30%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
be
0.62
bicar
0.35
pco2
-0.32
k
-0.29
crea
-0.24
phos
-0.24
urine
0.22
ca
0.21
bili_dir
0.20
mchc
0.20
cl
-0.20
height
0.20
bun
-0.19
sbp
0.19
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.03
inf_replaced
0.01
MOST FREQUENT VALUES
2.004179057179289
271
1.3%
2.0014800002101243
263
1.2%
1.9974177062012453
246
1.2%
2.0001277349601105
246
1.2%
1.998773638612381
244
1.1%
2.005525858729668
236
1.1%
2.0028304393079956
231
1.1%
2.0068708488450007
214
1.0%
1.9960599327407849
214
1.0%
1.9947003132247452
212
1.0%
2.0082140323914683
195
0.9%
1.9933388426264242
177
0.8%
2.0095554142156695
161
0.8%
1.9919755158985601
140
0.7%
1.9892432737616872
138
0.6%
SMALLEST VALUES
1.9358598132018119
1
<0.1%
1.9401794743463283
1
<0.1%
1.943956336639805
1
<0.1%
1.944406287497446
1
<0.1%
1.9459101490553132
1
<0.1%
1.9480285505446735
1
<0.1%
1.9485370266705033
1
<0.1%
1.9501867058225735
4
<0.1%
1.9506543977257182
1
<0.1%
1.9515209012491663
1
<0.1%
1.951608170169951
1
<0.1%
1.9521062916680845
1
<0.1%
1.9544756420981693
1
<0.1%
1.9547189206413704
1
<0.1%
1.9549250071696462
1
<0.1%
LARGEST VALUES
2.0320878452963655
1
<0.1%
2.031720042057155
1
<0.1%
2.0314303875260116
1
<0.1%
2.030776369698555
2
<0.1%
2.029938666669927
1
<0.1%
2.0294631718735947
1
<0.1%
2.0268315914075385
2
<0.1%
2.0255131996542803
1
<0.1%
2.025505648433666
1
<0.1%
2.0248410147506797
1
<0.1%
2.0246139890727197
1
<0.1%
2.0241930674493576
3
<0.1%
2.0241852146560753
1
<0.1%
2.0241791068426984
1
<0.1%
2.024149548684848
1
<0.1%
phos
MISSING:
6,695
(22%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crea
0.49
bun
0.46
k
0.39
ph
-0.24
cl
-0.20
temp
-0.19
mg
0.18
urine
-0.18
be
-0.15
ca
0.13
mchc
-0.13
hgb
-0.11
inr_pt
0.10
alp
0.10
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.05
sex
0.00
MOST FREQUENT VALUES
1.1939224684724346
457
1.9%
1.2237754316221157
435
1.8%
1.252762968495368
426
1.8%
1.2809338454620642
416
1.8%
1.1631508098056809
401
1.7%
1.0986122886681098
383
1.6%
1.1314021114911006
382
1.6%
1.308332819650179
378
1.6%
1.0296194171811581
349
1.5%
1.3609765531356006
341
1.4%
1.0647107369924282
338
1.4%
1.33500106673234
336
1.4%
1.3862943611198906
316
1.3%
0.9932517730102834
299
1.3%
0.9162907318741551
288
1.2%
SMALLEST VALUES
-0.9324253621585479
1
<0.1%
-0.7811356958381003
1
<0.1%
-0.761595884488445
1
<0.1%
-0.6786458424025957
1
<0.1%
-0.6323733282952938
1
<0.1%
-0.5108256237659907
1
<0.1%
-0.44186967148020995
1
<0.1%
-0.35667494393873245
2
<0.1%
-0.3077510038512547
1
<0.1%
-0.2899092476264711
1
<0.1%
-0.2820994533513734
1
<0.1%
-0.23295041823453091
1
<0.1%
-0.2310177297982794
1
<0.1%
-0.22444818442125525
1
<0.1%
-0.2231435513142097
3
<0.1%
LARGEST VALUES
3.246490991901174
1
<0.1%
2.7593067527240485
1
<0.1%
2.7243160636034522
1
<0.1%
2.635164665003934
1
<0.1%
2.5989721962006245
1
<0.1%
2.5877640352277083
1
<0.1%
2.569426295948505
1
<0.1%
2.5416019934645457
1
<0.1%
2.5415709924415015
1
<0.1%
2.53961882315139
1
<0.1%
2.5363882468456587
1
<0.1%
2.5242805959760224
1
<0.1%
2.5214866749660176
1
<0.1%
2.520990914382734
1
<0.1%
2.5055176070587915
1
<0.1%
plt
MISSING:
759
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
bili_dir
-0.52
wbc
0.38
fgn
0.25
bili
-0.24
mchc
-0.24
lact
-0.22
ast
-0.21
height
-0.20
bnd
-0.18
alt
-0.16
hgb
0.15
fio2
-0.13
pco2
0.13
cl
-0.13
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.05
sex
0.03
MOST FREQUENT VALUES
5.420534999272286
70
0.2%
5.5134287461649825
66
0.2%
5.209486152841421
63
0.2%
5.231108616854587
61
0.2%
5.493061443340548
61
0.2%
5.54907608489522
59
0.2%
5.337538079701318
59
0.2%
5.3230099791384085
59
0.2%
5.429345628954441
58
0.2%
5.37989735354046
58
0.2%
5.181783550292085
58
0.2%
5.303304908059076
58
0.2%
5.501258210544727
57
0.2%
5.267858159063328
57
0.2%
5.537334267018537
55
0.2%
SMALLEST VALUES
1.9608539812535644
1
<0.1%
1.9874493040404633
1
<0.1%
1.9959018274998355
1
<0.1%
2.044140934770736
1
<0.1%
2.0794415416798357
1
<0.1%
2.1312903402663537
1
<0.1%
2.1677788184221236
1
<0.1%
2.19233888531384
1
<0.1%
2.2085114102919494
1
<0.1%
2.229240037035599
1
<0.1%
2.2467992051654933
1
<0.1%
2.253857589601352
1
<0.1%
2.2801821764295624
1
<0.1%
2.3052411495437712
1
<0.1%
2.350618540985298
1
<0.1%
LARGEST VALUES
7.0770609667834155
1
<0.1%
6.991081242424881
1
<0.1%
6.975413927455952
1
<0.1%
6.965953736163534
1
<0.1%
6.964135612418245
1
<0.1%
6.954638864880987
1
<0.1%
6.935945445700191
1
<0.1%
6.92680811330475
1
<0.1%
6.926648131446778
1
<0.1%
6.912209380916641
1
<0.1%
6.893631153287842
1
<0.1%
6.868949072365698
1
<0.1%
6.868590690678739
1
<0.1%
6.837390949234328
1
<0.1%
6.834582998809868
1
<0.1%
po2
MISSING:
10,076
(33%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
height
0.49
bili_dir
0.47
o2sat
0.42
neut
0.41
hr1
-0.36
mcv
-0.33
lymph
-0.32
hr3
-0.31
fio2
0.31
resp
-0.31
age
0.28
fgn
-0.26
mchc
0.24
crp
-0.24
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.03
inf_replaced
0.03
MOST FREQUENT VALUES
3.784189633918261
67
0.3%
4.290459441148391
64
0.3%
3.713572066704308
64
0.3%
4.204692619390966
52
0.3%
3.8501476017100584
50
0.2%
4.0943445622221
49
0.2%
4.454347296253507
48
0.2%
3.7376696182833684
48
0.2%
3.6888794541139363
47
0.2%
3.7612001156935624
46
0.2%
4.2626798770413155
45
0.2%
3.828641396489095
45
0.2%
4.23410650459726
43
0.2%
4.31748811353631
43
0.2%
4.465908118654584
43
0.2%
SMALLEST VALUES
3.6888794541139363
47
0.2%
3.7012257604091223
7
<0.1%
3.7053411958408504
1
<0.1%
3.7131327726564356
1
<0.1%
3.7132745361986523
3
<0.1%
3.713373713033871
2
<0.1%
3.713572066704308
64
0.3%
3.721217212170602
1
<0.1%
3.7214062302268913
1
<0.1%
3.7250397849037493
4
<0.1%
3.7256208424938384
3
<0.1%
3.7256934272366524
1
<0.1%
3.7288803849121686
2
<0.1%
3.7365345440160986
2
<0.1%
3.7373860911989354
3
<0.1%
LARGEST VALUES
6.3835066348840055
1
<0.1%
6.3473892096560105
1
<0.1%
6.338594078203183
1
<0.1%
6.326149473155099
1
<0.1%
6.309918278226516
1
<0.1%
6.300785794663244
1
<0.1%
6.295266001439646
1
<0.1%
6.293419278846481
1
<0.1%
6.285420375653117
1
<0.1%
6.282266746896006
1
<0.1%
6.280395838960195
1
<0.1%
6.278521424165844
1
<0.1%
6.274762021241939
2
<0.1%
6.269096283706261
1
<0.1%
6.26530121273771
1
<0.1%
ptt
MISSING:
7,142
(24%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
inr_pt
0.39
ckmb
0.25
fgn
-0.23
tnt
0.22
sbp
-0.21
lact
0.20
ast
0.19
bili
0.16
map
-0.16
be
-0.15
crea
0.15
alb
-0.14
bicar
-0.13
dbp
-0.13
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.12
sex
0.04
MOST FREQUENT VALUES
3.288401887516811
91
0.4%
3.2809112157876537
82
0.4%
3.3214324131932926
79
0.3%
3.3141860046725258
78
0.3%
3.3463891451671604
77
0.3%
5.0106352940962555
77
0.3%
3.3357695763397
76
0.3%
3.374168709274236
76
0.3%
3.3178157727231046
74
0.3%
3.2846635654062037
74
0.3%
3.295836866004329
73
0.3%
3.292126286607793
73
0.3%
3.2733640101522705
73
0.3%
3.299533727885655
71
0.3%
3.3068867021909143
70
0.3%
SMALLEST VALUES
2.766319109226186
1
<0.1%
2.8273136219290276
1
<0.1%
2.8390784635086144
1
<0.1%
2.8622008809294686
1
<0.1%
2.8735646395797834
1
<0.1%
2.8903717578961645
1
<0.1%
2.89591193827178
2
<0.1%
2.9069010598473755
1
<0.1%
2.91235066461494
1
<0.1%
2.9150606983496097
1
<0.1%
2.9176392319593267
1
<0.1%
2.917770732084279
2
<0.1%
2.928523523860541
2
<0.1%
2.935565693824048
1
<0.1%
2.9391619220655967
3
<0.1%
LARGEST VALUES
5.0106352940962555
77
0.3%
5.009968405108552
1
<0.1%
5.00930107108312
1
<0.1%
5.007965065540377
1
<0.1%
5.006283073781182
1
<0.1%
4.997120957902296
1
<0.1%
4.995405690353902
1
<0.1%
4.993684518258415
1
<0.1%
4.9849755473156785
1
<0.1%
4.983231175848758
1
<0.1%
4.98292145552874
1
<0.1%
4.9788005705762375
1
<0.1%
4.977209140602335
1
<0.1%
4.972194771928277
1
<0.1%
4.969668602714913
1
<0.1%
resp
MISSING:
3,225
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
crp
0.39
hr1
0.31
po2
-0.31
o2sat
-0.28
fgn
0.25
hr3
0.17
mchc
-0.14
fio2
0.13
cai
-0.10
alp
0.10
temp
0.09
bun
0.09
bnd
0.09
alb
-0.09
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.20
sex
0.01
MOST FREQUENT VALUES
18.0
95
0.4%
19.0
86
0.3%
16.0
83
0.3%
17.0
73
0.3%
17.5
69
0.3%
20.0
64
0.2%
20.5
60
0.2%
16.5
59
0.2%
18.5
59
0.2%
15.0
58
0.2%
19.5
53
0.2%
21.0
53
0.2%
14.0
51
0.2%
14.5
51
0.2%
15.5
51
0.2%
SMALLEST VALUES
3.5
2
<0.1%
3.9166666666666665
1
<0.1%
6.068181818181818
1
<0.1%
6.4375
1
<0.1%
6.934782608695652
1
<0.1%
7.2272727272727275
1
<0.1%
7.5
1
<0.1%
7.956521739130435
1
<0.1%
8.0
1
<0.1%
8.15625
1
<0.1%
8.210526315789474
1
<0.1%
8.23913043478261
1
<0.1%
8.318181818181818
1
<0.1%
8.375
1
<0.1%
8.476190476190476
1
<0.1%
LARGEST VALUES
42.958333333333336
1
<0.1%
42.9375
1
<0.1%
42.476190476190474
1
<0.1%
42.0
1
<0.1%
41.325
1
<0.1%
40.95454545454545
1
<0.1%
40.6875
1
<0.1%
40.5625
1
<0.1%
40.52173913043478
1
<0.1%
40.26086956521739
1
<0.1%
40.166666666666664
1
<0.1%
39.43478260869565
1
<0.1%
39.333333333333336
1
<0.1%
39.22727272727273
1
<0.1%
38.97826086956522
1
<0.1%
sbp
MISSING:
3,231
(11%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
map
0.77
dbp
0.51
crp
-0.26
alb
0.25
ptt
-0.21
inr_pt
-0.20
ca
0.19
ph
0.19
ckmb
-0.19
be
0.17
bnd
-0.16
tnt
-0.15
urine
0.13
hgb
0.13
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.29
sex
0.00
MOST FREQUENT VALUES
117.0
30
0.1%
108.5
26
<0.1%
110.0
25
<0.1%
119.0
24
<0.1%
107.0
23
<0.1%
114.5
23
<0.1%
111.5
23
<0.1%
115.0
22
<0.1%
119.5
21
<0.1%
112.0
20
<0.1%
109.0
19
<0.1%
101.0
19
<0.1%
113.5
19
<0.1%
109.5
18
<0.1%
104.5
18
<0.1%
SMALLEST VALUES
22.041666666666668
1
<0.1%
57.895833333333336
1
<0.1%
61.55
1
<0.1%
64.3913043478261
1
<0.1%
65.72727272727273
1
<0.1%
70.19047619047619
1
<0.1%
70.3695652173913
1
<0.1%
70.95833333333333
1
<0.1%
71.06521739130434
1
<0.1%
71.47826086956522
1
<0.1%
71.79545454545455
1
<0.1%
71.94736842105263
1
<0.1%
72.5
1
<0.1%
72.9047619047619
1
<0.1%
73.18181818181819
1
<0.1%
LARGEST VALUES
199.4318181818182
1
<0.1%
198.47619047619048
1
<0.1%
196.875
1
<0.1%
192.175
1
<0.1%
191.6086956521739
1
<0.1%
191.3
1
<0.1%
191.0
1
<0.1%
190.84782608695653
1
<0.1%
190.04166666666666
1
<0.1%
188.84782608695653
1
<0.1%
186.91304347826087
1
<0.1%
186.3409090909091
1
<0.1%
186.1086956521739
1
<0.1%
185.19565217391303
1
<0.1%
184.95652173913044
2
<0.1%
temp
MISSING:
3,752
(12%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
hr1
0.27
bun
-0.22
age
-0.20
phos
-0.19
crp
0.18
methb
0.17
ck
0.16
ph
0.14
crea
-0.13
mchc
0.12
hr3
0.12
mg
-0.12
fgn
0.11
alp
-0.11
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.26
sex
0.00
MOST FREQUENT VALUES
36.77777777777778
60
0.2%
37.0
57
0.2%
36.5
54
0.2%
36.666666666666664
50
0.2%
36.72222222222222
48
0.2%
36.94444444444444
48
0.2%
36.55555555555556
44
0.2%
36.27777777777778
44
0.2%
36.44444444444444
41
0.2%
36.22222222222222
40
0.2%
36.61111111111111
39
0.1%
37.05555555555556
39
0.1%
36.833333333333336
38
0.1%
37.22222222222222
37
0.1%
36.0
37
0.1%
SMALLEST VALUES
32.2
1
<0.1%
32.28181818181818
1
<0.1%
32.35
1
<0.1%
32.611111111111114
1
<0.1%
32.77777777777778
1
<0.1%
32.88333333333333
1
<0.1%
32.916666666666664
1
<0.1%
32.94444444444444
1
<0.1%
33.1416643778483
1
<0.1%
33.15
1
<0.1%
33.16666652538158
1
<0.1%
33.18181818181818
1
<0.1%
33.25
2
<0.1%
33.294736842105266
1
<0.1%
33.3
1
<0.1%
LARGEST VALUES
40.12380952380953
1
<0.1%
39.898144580699785
1
<0.1%
39.80741393477828
1
<0.1%
39.72777837340595
1
<0.1%
39.724074074074075
1
<0.1%
39.61905231173076
1
<0.1%
39.61543209876543
1
<0.1%
39.603180294945126
1
<0.1%
39.51666359371609
1
<0.1%
39.45333333333333
1
<0.1%
39.451388888888886
1
<0.1%
39.3888884252972
1
<0.1%
39.349196267506436
1
<0.1%
39.32626258002387
1
<0.1%
39.31944444444444
1
<0.1%
tnt
MISSING:
23,662
(78%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ckmb
0.66
ck
0.39
ast
0.30
bili_dir
-0.26
ptt
0.22
alt
0.16
sbp
-0.15
alb
0.14
lact
0.13
glu
0.13
crea
0.13
fio2
0.12
pco2
-0.12
hgb
0.12
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.03
sex
0.01
MOST FREQUENT VALUES
-3.912023005428146
439
6.6%
-4.605170185988091
325
4.9%
-3.506557897319982
297
4.5%
-3.2188758248682006
222
3.3%
-2.995732273553991
168
2.5%
-2.8134107167600364
129
1.9%
-2.5257286443082556
100
1.5%
-2.659260036932778
98
1.5%
-3.7092904513740637
91
1.4%
-4.258596595708118
79
1.2%
-2.4079456086518722
76
1.1%
-3.362716861094091
75
1.1%
-2.3025850929940455
59
0.9%
-2.2072749131897207
53
0.8%
-2.120263536200091
53
0.8%
SMALLEST VALUES
-4.605170185988091
325
4.9%
-4.374121125801443
6
<0.1%
-4.258596595708118
79
1.2%
-4.238966089765388
1
<0.1%
-4.143072065614795
17
0.3%
-4.085309800568132
1
<0.1%
-4.055864041654036
19
0.3%
-4.007917029578739
10
0.1%
-3.9839435235410914
1
<0.1%
-3.95653346963632
1
<0.1%
-3.912023005428146
439
6.6%
-3.9120230054281455
10
0.1%
-3.88257724651405
2
<0.1%
-3.872761993542685
4
<0.1%
-3.8376418216567423
1
<0.1%
LARGEST VALUES
3.215269329274089
1
<0.1%
3.2097366022476983
1
<0.1%
3.186352633162641
1
<0.1%
3.1647426135644197
1
<0.1%
3.1359289040472746
1
<0.1%
3.133317936506554
1
<0.1%
3.126760535960395
1
<0.1%
3.099190981922221
1
<0.1%
3.0802659941117607
1
<0.1%
3.0699116717282426
1
<0.1%
3.06287663893978
1
<0.1%
3.0577011245569765
1
<0.1%
3.0545171133361197
1
<0.1%
3.036874101758846
1
<0.1%
3.020600940808775
1
<0.1%
urine
MISSING:
4,374
(14%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
height
0.66
bili_dir
0.48
neut
0.47
mcv
-0.44
hr3
-0.44
lymph
-0.43
hr1
-0.42
bili
-0.39
fio2
0.38
mch
-0.36
age
0.30
k
-0.27
bnd
0.26
dbp
0.24
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.51
sex
0.05
MOST FREQUENT VALUES
5.703782474656201
24
<0.1%
5.298317366548036
23
<0.1%
4.605170185988092
20
<0.1%
2.302585092994046
16
<0.1%
3.912023005428146
14
<0.1%
2.70805020110221
14
<0.1%
5.521460917862246
11
<0.1%
5.991464547107982
11
<0.1%
1.6094379124341003
10
<0.1%
5.857933154483459
9
<0.1%
3.4011973816621555
9
<0.1%
6.214608098422191
9
<0.1%
5.847623510882091
9
<0.1%
2.995732273553991
8
<0.1%
5.0106352940962555
8
<0.1%
SMALLEST VALUES
0.0
1
<0.1%
0.23104906018664842
1
<0.1%
0.5198603854199589
1
<0.1%
0.5493061443340548
1
<0.1%
0.6931471805599453
3
<0.1%
0.8283022165960001
2
<0.1%
0.8553332238032111
1
<0.1%
0.8617473325063587
1
<0.1%
0.8664339756999316
2
<0.1%
0.9026834003674034
1
<0.1%
0.9516656224425799
1
<0.1%
1.0148408125744743
2
<0.1%
1.0397207708399179
1
<0.1%
1.0986122886681098
6
<0.1%
1.1222336486395599
1
<0.1%
LARGEST VALUES
7.5443321080536885
1
<0.1%
7.438383530044307
1
<0.1%
7.369884729743803
1
<0.1%
7.365180126021013
1
<0.1%
7.3395376954076745
1
<0.1%
7.201648611433196
1
<0.1%
7.170119543449628
1
<0.1%
6.99793758254883
1
<0.1%
6.979805450969016
1
<0.1%
6.9776362501697164
1
<0.1%
6.965390700160196
1
<0.1%
6.963541166810689
1
<0.1%
6.918652916038951
1
<0.1%
6.917753603453589
1
<0.1%
6.907755278982137
5
<0.1%
wbc
MISSING:
790
(3%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
plt
0.38
lymph
-0.31
neut
0.21
crp
0.13
ckmb
0.13
urine
-0.10
hgb
0.10
glu
0.09
methb
0.09
dbp
-0.09
tnt
0.09
mchc
-0.08
be
-0.08
bicar
-0.08
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.04
sex
0.01
MOST FREQUENT VALUES
2.302585092994046
130
0.4%
2.1972245773362196
126
0.4%
2.0794415416798357
126
0.4%
2.3608540011180215
124
0.4%
2.2823823856765264
124
0.4%
2.2082744135228043
121
0.4%
2.128231705849268
118
0.4%
2.2512917986064953
118
0.4%
2.0014800002101243
117
0.4%
2.2617630984737906
116
0.4%
2.151762203259462
114
0.4%
2.028148247292285
113
0.4%
2.2407096892759584
113
0.4%
2.272125885509337
113
0.4%
2.2300144001592104
111
0.4%
SMALLEST VALUES
-2.3025850929940455
38
0.1%
-2.129298297854059
1
<0.1%
-2.0715360328073973
1
<0.1%
-1.956011502714073
1
<0.1%
-1.9560115027140728
4
<0.1%
-1.8404869726207487
2
<0.1%
-1.6094379124341003
9
<0.1%
-1.5701769005486392
1
<0.1%
-1.4742828763980456
2
<0.1%
-1.4067053583800182
7
<0.1%
-1.3783888522474517
2
<0.1%
-1.3391278403619908
2
<0.1%
-1.3142566084721847
1
<0.1%
-1.3040076684760484
1
<0.1%
-1.2877442804195713
1
<0.1%
LARGEST VALUES
6.092892339738095
1
<0.1%
5.871756319390344
1
<0.1%
5.469948362109777
1
<0.1%
5.367802964065168
1
<0.1%
5.320802975549753
1
<0.1%
5.127529045567755
1
<0.1%
5.122863213131696
1
<0.1%
5.019830874674016
1
<0.1%
5.017164368842161
1
<0.1%
4.975095709521474
1
<0.1%
4.946979146509991
1
<0.1%
4.929471506914293
1
<0.1%
4.854002813064935
1
<0.1%
4.79081953287472
1
<0.1%
4.773379475381617
1
<0.1%
age
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
height
0.80
hr1
-0.68
hr3
-0.66
lymph
-0.66
neut
0.63
bili_dir
0.62
mcv
-0.49
mch
-0.48
bili
-0.46
hgb
-0.45
fio2
0.42
bnd
0.38
dbp
-0.36
crp
0.31
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.22
sex
0.04
MOST FREQUENT VALUES
90.0
1,327
4.4%
0.002397260273972603
164
0.5%
0.0017123287671232876
160
0.5%
0.002054794520547945
153
0.5%
0.0018264840182648401
152
0.5%
0.002511415525114155
150
0.5%
0.00228310502283105
150
0.5%
0.0012557077625570776
150
0.5%
0.0013698630136986301
143
0.5%
0.001141552511415525
142
0.5%
0.0021689497716894978
139
0.5%
0.0014840182648401825
138
0.5%
0.0026255707762557075
131
0.4%
0.0019406392694063925
124
0.4%
0.00011415525114155251
124
0.4%
SMALLEST VALUES
0.0
73
0.2%
0.00011415525114155251
124
0.4%
0.00022831050228310502
80
0.3%
0.00034246575342465754
69
0.2%
0.00045662100456621003
64
0.2%
0.0005707762557077625
87
0.3%
0.0006849315068493151
72
0.2%
0.0007990867579908675
76
0.3%
0.0009132420091324201
93
0.3%
0.0010273972602739725
119
0.4%
0.001141552511415525
142
0.5%
0.0012557077625570776
150
0.5%
0.0013698630136986301
143
0.5%
0.0014840182648401825
138
0.5%
0.001598173515981735
120
0.4%
LARGEST VALUES
90.0
1,327
4.4%
89.05627853881278
1
<0.1%
89.05171232876712
1
<0.1%
89.04383561643836
1
<0.1%
89.04292237442921
1
<0.1%
89.03961187214611
1
<0.1%
89.0329908675799
1
<0.1%
89.03219178082192
1
<0.1%
89.02945205479452
1
<0.1%
89.025
1
<0.1%
89.01974885844749
1
<0.1%
89.01906392694063
1
<0.1%
89.01894977168949
1
<0.1%
89.01552511415524
1
<0.1%
89.01004566210045
1
<0.1%
sex
MISSING:
---
TOP CATEGORIES
hr3 (avg)
0
16,880
56%
90.7
1
13,455
44%
91.7
ALL
30,335
100%
91.1
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sex
PROVIDES INFORMATION ON...
inf_replaced
0.00
THESE FEATURES GIVE INFORMATION
ON sex:
inf_replaced
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
CORRELATION RATIO WITH...
crea
0.15
weight
0.14
height
0.10
bun
0.06
dbp
0.06
bili
0.05
urine
0.05
mchc
0.05
k
0.04
mch
0.04
cai
0.04
ptt
0.04
hgb
0.04
inr_pt
0.04
height
MISSING:
12,120
(40%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
age
0.80
hr3
-0.80
hr1
-0.78
lymph
-0.76
mcv
-0.73
bili_dir
0.73
neut
0.73
mch
-0.67
urine
0.66
fio2
0.58
hgb
-0.58
bili
-0.54
po2
0.49
bnd
0.49
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sex
0.10
inf_replaced
0.06
MOST FREQUENT VALUES
177.8
1,454
8.0%
172.72
1,331
7.3%
167.64000000000001
1,222
6.7%
162.56
1,165
6.4%
170.18
1,164
6.4%
182.88
1,145
6.3%
165.1
1,115
6.1%
157.48
1,009
5.5%
175.26
987
5.4%
160.02
819
4.5%
180.34
805
4.4%
152.4
712
3.9%
154.94
512
2.8%
185.42000000000002
353
1.9%
187.96
274
1.5%
SMALLEST VALUES
12.7
3
<0.1%
12.953999757766724
1
<0.1%
12.979400339126586
3
<0.1%
13.716000242233276
1
<0.1%
13.97
2
<0.1%
14.223999757766723
2
<0.1%
14.478000000000002
1
<0.1%
14.732000484466553
2
<0.1%
15.24
1
<0.1%
15.748000000000001
1
<0.1%
17.78
2
<0.1%
18.110200881958008
1
<0.1%
19.684999465942383
1
<0.1%
27.368499603271484
1
<0.1%
31.178500289916993
1
<0.1%
LARGEST VALUES
213.36
1
<0.1%
210.82
1
<0.1%
209.042
1
<0.1%
208.28
1
<0.1%
205.74
1
<0.1%
203.2
5
<0.1%
200.66
5
<0.1%
199.39000000000001
1
<0.1%
198.12
23
0.1%
195.58
29
0.2%
194.31
5
<0.1%
193.04
91
0.5%
191.77
1
<0.1%
190.5
99
0.5%
187.96
274
1.5%
weight
MISSING:
6,750
(22%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
height
0.34
age
-0.19
pco2
0.18
crea
0.13
po2
-0.12
o2sat
-0.12
bili_dir
0.12
glu
0.12
k
0.11
ck
0.10
phos
0.09
ph
-0.09
bicar
0.09
cl
-0.09
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
inf_replaced
0.16
sex
0.14
MOST FREQUENT VALUES
70.0
564
2.4%
80.0
486
2.1%
75.0
381
1.6%
90.0
371
1.6%
60.0
352
1.5%
100.0
282
1.2%
65.0
278
1.2%
85.0
231
1.0%
68.0
219
0.9%
72.0
197
0.8%
73.0
195
0.8%
50.0
184
0.8%
82.0
174
0.7%
77.0
173
0.7%
84.0
170
0.7%
SMALLEST VALUES
1.0
2
<0.1%
6.0
1
<0.1%
20.0
1
<0.1%
25.5
1
<0.1%
26.0
1
<0.1%
26.4
1
<0.1%
26.6
1
<0.1%
27.3
1
<0.1%
27.7
1
<0.1%
28.5
1
<0.1%
28.6
1
<0.1%
29.6
2
<0.1%
30.0
2
<0.1%
30.1
1
<0.1%
30.299999237060547
1
<0.1%
LARGEST VALUES
472.0
1
<0.1%
296.8
1
<0.1%
295.0
1
<0.1%
275.0
1
<0.1%
273.70001220703125
1
<0.1%
265.0
1
<0.1%
264.8
1
<0.1%
262.0
1
<0.1%
257.6000061035156
1
<0.1%
253.0
1
<0.1%
250.3
1
<0.1%
248.0
1
<0.1%
245.0
1
<0.1%
242.6999969482422
2
<0.1%
242.0
1
<0.1%
inf_replaced
MISSING:
---
TOP CATEGORIES
hr3 (avg)
0
23,910
79%
88
1
6,425
21%
102
ALL
30,335
100%
91
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
inf_replaced
PROVIDES INFORMATION ON...
sex
0.00
THESE FEATURES GIVE INFORMATION
ON inf_replaced:
sex
0.00
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)